| Journal Papers | Conference Papers | Recent Preprints |
Recent Preprints
LiNeS: Post-training Layer Scaling Prevents Forgetting and Enhances Model Merging
Ke Wang, Nikolaos Dimitriadis, Alessandro Favero, Guillermo Ortiz-Jimenez, Francois Fleuret and Pascal Frossard
Preprint, 2024.
Deep End-to-End Survival Analysis with Temporal Consistency
Mariana Vargas Vieyra and Pascal Frossard
Preprint, 2024.
DeFoG: Discrete Flow Matching for Graph Generation
Yiming Qin, Manuel Madeira, Dorina Thanou and Pascal Frossard
Preprint, 2024.
Task Addition and Weight Disentanglement in Closed-Vocabulary Models
Adam Hazimeh, Alessandro Favero and Pascal Frossard
Efficient Systems for Foundation Models (ES-FoMo) Workshop, ICML, 2024.
Generative Modelling of Structurally Constrained Graphs
Manuel Madeira, Clément Vignac, Dorina Thanou and Pascal Frossard
Accepted for publication, NeurIPS, 2024.
Sequential Representation Learning via Static-Dynamic Conditional Disentanglement
Mathieu Cyrille Simon, Pascal Frossard and Christophe De Vleeschouwer
Accepted for publication, ECCV, 2024.
PriPHiT: Privacy-Preserving Hierarchical Training of Deep Neural Networks
Yamin Sepehri, Pedram Pad, Pascal Frossard and L. Andrea Dunbar
Preprint, 2024.
Pareto Low-Rank Adapters: Efficient Multi-Task Learning with Preferences
Nikolaos Dimitriadis, Pascal Frossard and Francois Fleuret
Preprint, 2024.
Localizing Task Information for Improved Model Merging and Compression
Ke Wang, Nikolaos Dimitriadis, Guillermo Ortiz-Jimenez, François Fleuret, Pascal Frossard
Accepted for publication, ICML, 2024.
Pi-DUAL: Using Privileged Information to Distinguish Clean from Noisy Labels
Ke Wang, Guillermo Ortiz-Jimenez, Rodolphe Jenatton, Mark Collier, Efi Kokiopoulou and Pascal Frossard
Accepted for presentation, ICML, 2024.
Distributional Reduction: Unifying Dimensionality Reduction and Clustering with Gromov-Wasserstein Projection
Hugues Van Assel, Cédric Vincent-Cuaz, Nicolas Courty, Rémi Flamary, Pascal Frossard and Titouan Vayer
Preprint, 2024.
Inferring Cardiovascular Biomarkers with Hybrid Model Learning
Ortal Senouf, Jens Behrmann, Joern-Henrik Jacobsen, Pascal Frossard, Emmanuel Abbe, Antoine Wehenkel
NeurIPS Deep Inverse Workshop, 2023.
Sparse Training of Discrete Diffusion Models for Graph Generation
Yiming Qin, Clement Vignac and Pascal Frossard
Preprint, 2023.
Castor: Causal Temporal Regime Structure Learnings
Abdellah Rahmani and Pascal Frossard
Preprint, 2023.
Task Arithmetic in the Tangent Space: Improved Editing of Pre-Trained Models
Guillermo Ortiz-Jimenez, Alessandro Favero and Pascal Frossard
Proceedings of NeurIPS, 2023.
Tertiary Lymphoid Structures Generation through Graph-based Diffusion
Manuel Madeira, Dorina Thanou and Pascal Frossard
GRAIL, MICCAI Workshop, Vancouver, CA, October 2023.
Catastrophic overfitting can be induced with discriminative non-robust features
Guillermo Ortiz-Jiménez, Pau de Jorge, Amartya Sanyal, Adel Bibi, Puneet K. Dokania, Pascal Frossard, Gregory Rogéz and Philip H.S. Torr
Transactions on Machine Learning Research, July 2023.
Flexible Channel Dimensions for Differentiable Architecture Search
Ahmet Caner Yüzügüler, Nikolaos Dimitriadis and Pascal Frossard
Preprint, 2023.
A Classification-Guided Approach for Adversarial Attacks against Neural Machine Translation
Sahar Sadrizadeh, Ljiljana Dolamic and Pascal Frossard
Accepted for publication, EACL, Malta, March 2024.
DARE: Towards Robust Text Explanations in Biomedical and Healthcare Applications
Adam Daniel Ivankay, Mattia Rigotti and Pascal Frossard
Accepted for publication, ACL, Toronto, Canada, July 2023.
Knowledge-Distilled Graph Neural Networks for Personalized Epileptic Seizure Detection
Qinyue Zheng, Arun Venkitaraman, Simona Petravic and Pascal Frossard
Accepted for publication, ECML, Torino, Italy, September 2023.
MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation
Clément Vignac, Nagham Osman, Laura Toni and Pascal Frossard
Accepted for publication, ECML, Torino, Italy, September 2023.
Hierarchical Training of Deep Neural Networks Using Early Exiting
Yamin Sepehri, Pedram Pad, Ahmet Caner Yüzügüler, Pascal Frossard and L. Andrea Dunbar
Preprint, 2023.
TransFool: An Adversarial Attack against Neural Machine Translation Models
Sahar Sadrizadeh, Ljiljana Dolamic and Pascal Frossard
Transactions on Machine Learning Research, June 2023.
SequeL: A Continual Learning Library in PyTorch and Jax
Nikolaos Dimitriadis, François Fleuret and Pascal Frossard
Preprint, 2023.
Estimating the Adversarial Robustness of Attributions in Text with Transformers
Adam Ivankay, Mattia Rigotti, Ivan Girardi, Chiara Marchiori and Pascal Frossard
Preprint, 2022.
Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models
Nikolaos Dimitriadis, Pascal Frossard and François Fleuret
Accepted for publication, ICML, 2023.
Equivariant 3D-Conditional Diffusion Models for Molecular Linker Design
Ilia Igashov, Hannes Stärk, Clément Vignac, Victor Garcia Satorras, Pascal Frossard, Max Welling, Michael Bronstein and Bruno Correia
Preprint, 2022.
DiGress: Discrete Denoising diffusion for graph generation
Clement Vignac, Igor Krawczuk, Antoine Siraudin, Bohan Wang, Volkan Cevher and Pascal Frossard
Accepted for publication, ICLR, Kigali, Rwanda, May 2023
On the benefits of knowledge distillation for adversarial robustness
Javier Maroto, Guillermo Ortiz-Jiménez and Pascal Frossard
Preprint, 2022.
CLAD: A Contrastive Learning based Approach for Background Debiasing
Ke Wang, Harshitha Machiraju, Oh-Hyeon Choung, Michael H. Herzog and Pascal Frossard
Accepted for publication, BMVC, 2022.
U-Boost NAS: Utilization-Boosted Differentiable Neural Architecture Search
Ahmet Caner Yüzügüler, Nikolaos Dimitriadis, and Pascal Frossard
Accepted for publication, ECCV 2022.
PRIME: A Few Primitives Can Boost Robustness to Common Corruptions
Apostolos Modas, Rahul Rade, Guillermo Ortiz-Jiménez, Seyed-Mohsen Moosavi-Dezfooli and Pascal Frossard
Accepted for publication, ECCV 2022.
A Structured Dictionary Perspective on Implicit Neural Representations
Gizem Yüce, Guillermo Ortiz-Jiménez, Beril Besbinar and Pascal Frossard
Proceedings of IEEE CVPR 2022.
Top-N: Equivariant set and graph generation without exchangeability
Clément Vignac and Pascal Frossard
Proceedings of ICLR 2022.
Fooling Explanations in Text Classifiers
Adam Ivankay, Ivan Girardi, Chiara Marchiori and Pascal Frossard
Proceedings of ICLR 2022.
FGOT: Graph Distances based on Filters and Optimal Transport
Hermina Petric Maretic, Mireille El Gheche, Giovanni Chierchia and Pascal Frossard
Proceedings of AAAI, 2022.
| Journal Papers | Conference Papers | Recent Preprints |
Journal Papers
Future cardiovascular events prediction from invasive coronary angiography: A graph representation learning perspective
Xiaowu Sun, Belmpas Theofilos, Ortal Senouf, Emmanuel Abbe, Pascal Frossard, Bernard de Bruyne, Denise Auberson, Olivier Muller, Stephane Fournier, Thabo Mahendiran and Dorina Thanou
Submitted to Nature Communications, April 2024.
BankGCN: Graph Convolutional Networks via Adaptive Filter Banks
Xing Gao, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong and Pascal Frossard
Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022.
Bio-inspired Robustness: A Review
Harshitha Machiraju, Oh-hyeon Choung, Pascal Frossard and Michael H. Herzog
Submitted to Journal of Vision, special issue on Deep Neural Networks and Biological Vision, February 2021.
Optimized Quantization in Distributed Graph Signal Filtering
Isabela Cunha Maia Nobre and Pascal Frossard
Submitted to Eurasip Journal on Advances in Signal Processing, April 2021.
Anatomy-informed multimodal learning for myocardial infarction prediction
Ivan-Daniel Sievering, Ortal Senouf, Thabo Mahendiran, David Nanchen, Stéphane Fournier, Olivier Muller, Pascal Frossard, Emmanuel Abbe, Dorina Thanou
Accepted for publication, IEEE Open Journal of Engineering in Medicine and Biology, 2024.
360Spred: Saliency Prediction for 360-Degree Videos Based on 3D Separable Graph Convolutional Networks
Qin Yang, Wenxuan Gao, Chenglin Li, Hao Wang, Wenrui Dai, Junnui Zou, Hongkai Xiong and Pascal Frossard
IEEE Transactions on Circuits and Systems for Video Technology, vol. 34, pp. 9979-9996, 2024.
Hierarchical Training of Deep Neural Networks Using Early Exiting
Yamin Sepehri, Pedram Pad, Ahmet Caner Yüzügüler, Pascal Frossard and L. Andrea Dunbar
Accepted for publication, IEEE Transactions on Neural Networks and Learning Systems, 2024.
Equivariant 3D-Conditional Diffusion Models for Molecular Linker Design
Ilia Igashov, Hannes Stärk, Clément Vignac, Victor Garcia Satorras, Pascal Frossard, Max Welling, Michael Bronstein and Bruno Correia
Accepted for publication, Nature Machine Intelligence, 2024.
High-Quality Reconstruction of Depth Maps From Graph-Based Non-Uniform Sampling
Jingyu Yang, Wenqiang Xu, Xinchen Ye, Pascal Frossard and Kun Li
Accepted for publication, IEEE Transactions on Multimedia, 2023.
Adversarial training for jamming-robust channel estimation in OFDM systems
Marcele O.K. Mendonça, Javier Maroto, Paulo S.R. Diniz and Pascal Frossard
IEEE Open Journal of Signal Processing, vol. 5, pp. 1031-1041, 2024.
SVGC-AVA: 360-Degree Video Saliency Prediction with Spherical Vector-Based Graph Convolution and Audio-Visual Attention
Qin Yang, Yuqi Li, Chenglin Li, Hao Wang, Są Yan, Li Wei, Wenrui Dai, Junnui Zou, Hongkai Xiong and Pascal Frossard
IEEE Transactions on Multimedia, vol. 26, pp. 3061-3076, 2024
Privacy-Preserving Image Acquisition for Neural Vision Systems
Yamin Sepehri, Pedram Pad, Clément Kündig, Pascal Frossard, L. Andrea Dunbar
IEEE Transactions on Multimedia, vol.25, pp. 6232-6244, December 2023.
Quality-Constrained Encoding Optimization for Omnidirectional Video Streaming
Chaofan He, Roberto G. de A. Azevedo, Jiacheng Chen, Shuyuan Zhu, Bing Zeng and Pascal Frossard
IEEE Transactions on Circuits and Systems for Video Technology, vol. 33, no10, pp. 6185-6190, October 2023.
Catastrophic overfitting can be induced with discriminative non-robust features
Guillermo Ortiz-Jiménez, Pau de Jorge, Amartya Sanyal, Adel Bibi, Puneet K. Dokania, Pascal Frossard, Gregory Rogéz and Philip H.S. Torr
Transactions on Machine Learning Research, July 2023.
TransFool: An Adversarial Attack against Neural Machine Translation Models
Sahar Sadrizadeh, Ljiljana Dolamic and Pascal Frossard
Transactions on Machine Learning Research, June 2023.
Blood Pressure Monitoring during Anesthesia Induction using PPG Morphology Features and Machine Learning
Clémentine Aguet, João Jorge, Jérôme Van Zaen, Martin Proença, Guillaume Bonnier, Pascal Frossard and Mathieu Lemay
PLoS ONE, vol. 18, no 2, 2023.
Stereo Confidence Estimation via Locally Adaptive Fusion and Knowledge Distillation
Sunok Kim, Seungryong Kim, Dongbo Min, Pascal Frossard and Kwanghoon Sohn
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 45, no 5, pp. 6372-6385, May 2023.
Deep learning-based prediction of future myocardial infarction using invasive coronary angiography: a feasibility study
Stephane Fournier, Thabo Mahendiran, Dorina Thanou, Ortal Senouf, David Meier, Nicholas Dayer, Fahrang Aminfar, Denise Auberson, Omar Raita, Pascal Frossard, Mattia Pagnoni, Olivier Muller and Emmanuel Abbé
Open Heart, vol 10, 2023.
Scale-out Systolic Arrays
Ahmet Caner Yüzügüler, Canberk Sönmez, Mario Drumond, Yunho Oh, Babak Falsafi and Pascal Frossard
ACM Transactions on Architecture and Code Optimization, Volume 20 Issue 2, 2023.
Interpretable temporal-spatial graph attention network for multi-site PV power forecasting
Jelena Simeunović, Baptiste Schubnel, Pierre-Jean Alet, Rafael E. Carrillo, and Pascal Frossard
Applied Energy, vol. 327, December 2022.
OSLO: On-the-Sphere Learning for Omnidirectional images and its application to 360-degree image compression
Navid Mahmoudian Bidgoli, Roberto G. de A. Azevedo, Thomas Maugey, Aline Roumy and Pascal Frossard
IEEE Transactions on Image Processing, vol. 31, pp. 5813-5827, 2022.
Landmarking for Navigational Streaming of Stored High-Dimensional Media
Yuan Yuan, Gene Cheung, Pascal Frossard, H. Vicky Zhao and Jiwu Huang
IEEE Transactions on Circuits and Systems for Video Technology, vol. 32, no 8, pp. 5663-5679, August 2022.
iPool – Information-based Pooling in Hierarchical Graph Neural Networks
Xing Gao, Wenrui Dai, Chenglin Li, Hongkai Xiong and Pascal Frossard
IEEE Transactions on Neural Networks and Learning Systems, vol. 33, no 9, pp. 5032-5044, September 2022.
Dynamics of Functional Network Organization Through Graph Mixture Learning
Ilaria Ricchi, Anjali Tarunm, Hermina Petric Maretic, Pascal Frossard and Dimitri Van De Ville
NeuroImage, vol. 252, May 2022.
Wasserstein-based Graph Alignment
Hermina Petric Maretic, Mireille El Gheche, Matthias Minder, Giovanni Chierchia and Pascal Frossard
IEEE Transactions on Signal and Information Processing over Networks, vol. 8, pp. 353-363, 2022.
Graph Neural Networks With Lifting-based Adaptive Graph Wavelets
Mingxing Xu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong and Pascal Frossard
IEEE Transactions on Signal and Information Processing over Networks, vol. 8, pp. 63-77, 2022.
Predicting traffic signals on transportation networks using spatio-temporal correlations on graphs
Semin Kwak, Nikolas Geroliminis and Pascal Frossard
IEEE Transactions on Signal and Information Processing over Networks, vol. 7, pp. 648-659, 2021.
Multi-feature 360 Video Quality Estimation
Roberto Azevedo, Neil Birkbeck, Ivan Janatra, Balu Adsumilli and Pascal Frossard
IEEE Open Journal of Circuits and Systems, vol. 2, pp. 338-349, May 2021.
Optimism in the Face of Adversity: Understanding and Improving Deep Learning through Adversarial Robustness
Guillermo Ortiz-Jiménez, Apostolos Modas, Seyed-Mohsen Moosavi-Dezfooli and Pascal Frossard
Proceedings of the IEEE, vol. 109, no 5, pp. 635-659, May 2021.
Multiscale Representation Learning of Graph Data With Node Affinity
Xing Gao, Wenrui Dai, Chenglin Li, Hongkai Xiong and Pascal Frossard
IEEE Transactions on Signal and Information Processing over Networks, vol. 7, pp. 30-44, 2021.
node2coords: Graph Representation Learning with Wasserstein Barycenters
Effrosyni Simou, Dorina Thanou and Pascal Frossard
IEEE Transactions on Signal and Information Processing over Networks, vol. 7, pp. 17-29, 2021.
Mask Combination of Multi-layer Graphs for Global Structure Inference
Eda Bayram, Dorina Thanou, Elif Vural, Pascal Frossard
IEEE Transactions on Signal and Information Processing over Networks, vol. 6, no 1, pp. 394-406, December 2020.
Graph Laplacian Mixture Model
Hermina Petric Maretic and Pascal Frossard
IEEE Transactions on Signal and Information Processing over Networks, vol. 6, no 1, pp. 261-270, December 2020.
OrthoNet: Multilayer Network Data Clustering
Mireille El Gheche, Giovanni Chierchia and Pascal Frossard
IEEE Transactions on Signal and Information Processing over Networks, vol. 6, no 1, pp. 13-23, December 2020.
Graph signal processing for machine learning: A review and new perspectives
Xiaowen Dong, Dorina Thanou, Laura Toni, Michael Bronstein and Pascal Frossard
IEEE Signal Processing Magazine, vol. 37, no 6, pp. 117-127, November 2020.
Visual Distortions in 360-degree Videos
Roberto G. de A. Azevedo, Neil Birkbeck, Francesca De Simone, Ivan Janatra, Balu Adsumilli and Pascal Frossard
IEEE Transactions on Circuits and Systems for Video Technology, vol. 30, no 8, pp. 2524-2537, August 2020. Dataset
Toward Robust Sensing for Autonomous Vehicles: An Adversarial Perspective
Apostolos Modas, Ricardo Sanchez-Matilla, Pascal Frossard and Andrea Cavallaro
IEEE Signal Processing Magazine, vol. 37, no 4, pp. 14 – 23, July 2020.
Benchmark for Human-to-Robot Handovers of Unseen Containers with Unknown Filling
Ricardo Sanchez-Matilla, Konstantinos Chatzilygeroudis, Apostolos Modas, Nuno Ferreira Duarte, Alessio Xompero, Pascal Frossard, Aude Billard and Andrea Cavallaro
IEEE Robotics and Automation Letters (RA-L), Special Issue on Benchmarking Protocols for Robotic Manipulation, vol. 5, no 2, pp. 1642-1649, April 2020.
Graph Transform Optimization With Application to Image Compression
Giulia Fracastoro, Dorina Thanou and Pascal Frossard
IEEE Transactions on Image Processing, vol. 29, no 1, pp. 419-432, 2020.
Analog Neural Networks with Deep-submicron Nonlinear Synapses
Ahmet Caner Yüzügüler, Fırat Celik, Mario Drumond, Pascal Frossard and Babak Falsafi
IEEE Micro, vol. 39, no 5, pp. 55-63, September/October 2019.
Learning Graphs from Data: A Signal Representation Perspective
Xiaowen Dong, Dorina Thanou, Michael Rabbat and Pascal Frossard
IEEE Signal Processing Magazine, vol. 36, no 3, pp. 44-63, May 2019.
Online Resource Inference in Network Utility Maximization Problems
Stefano d’Aronco and Pascal Frossard
IEEE Transactions on Network Science and Engineering, vol. 6, no 3, pp. 432-444, July-September 2019.
Adaptive Streaming in Interactive Multiview Video Systems
Xue Zhang, Laura Toni, Pascal Frossard, Yao Zhao and Chunyu Lin
IEEE Transactions on Circuits and Systems for Video Technology, vol. 29, no 4, pp. 1130-1144, April 2019.
Global Auto-regressive Depth Recovery via Iterative Non-local Filtering
Jingyu Yang, Xinchen Ye and Pascal Frossard
IEEE Transactions on Broadcasting, vol. 65, no 1, pp. 123-137, March 2019.
Object Shape Approximation & Contour Adaptive Depth Image Coding for Virtual View Synthesis
Yuan Yuan, Gene Cheung, Patrick Le Callet, Pascal Frossard and H. Vicky Zhao
IEEE Transactions on Circuits and Systems for Video Technology, vol. 28, no 12, pp. 3437-3451, December 2018.
Distributed Signal Processing via Chebyshev Polynomial Approximation
David I Shuman, Pierre Vandergheynst, Daniel Kressner and Pascal Frossard
IEEE Transactions on Signal and Information Processing over Networks, vol. 4, no 4, pp. 736-751, December 2018.
Learning of robust spectral graph dictionaries for distributed processing
Dorina Thanou and Pascal Frossard
EURASIP Journal on Advances in Signal Processing, vol.2018, no 1, pages 67, October 2018.
Light Field Super-Resolution Via Graph-Based Regularization
Mattia Rossi and Pascal Frossard
IEEE Transactions on Image Processing, vol. 27, no 9, pp. 4207-4218, September 2018.
Analysis of Airborne LiDAR Point Clouds with Spectral Graph Filtering
Eda Bayram, Pascal Frossard, Elif Vural and Aydın Alatan
IEEE Geoscience and Remote Sensing Letters, vol. 15, no 8, pp. 1284-1288, August 2018.
Optimized Data Representation for Interactive Multiview Navigation
Rui Ma, Thomas Maugey and Pascal Frossard
IEEE Transactions on Multimedia, vol. 20, no 7, pp. 1595-1609, July 2018.
Delay-Power-Rate-Distortion Optimization of Video Representations for Dynamic Adaptive Streaming
Chenglin Li, Laura Toni, Junni Zou, Hongkai Xiong, and Pascal Frossard
IEEE Transactions on Circuits and Systems for Video Technology, vol. 28, no 7, pp. 1648-1664, July 2018.
Graph Signal Processing: Overview, Challenges and Applications
Antonio Ortega, Pascal Frossard, Jelena Kovacevic, Jose M. F. Moura and Pierre Vandergheynst
Proceedings of the IEEE, vol. 106, no 5, pp. 808-828, May 2018.
QoE Driven Mobile Edge Caching Placement for Adaptive Video Streaming
Chenglin Li, Laura Toni, Junni Zou, Hongkai Xiong, and Pascal Frossard
IEEE Transactions in Multimedia, vol. 20, no 4, pp. 965 – 984, April 2018.
Optimal Lagrange Multipliers for Dependent Rate Allocation in Video Coding
Ana De Abreu, Gene Cheung, Pascal Frossard and Fernando Pereira
Signal Processing: Image Communication, vol 63, pp. 113-124, April 2018.
Analysis of classifiers’ robustness to adversarial perturbations
Alhussein Fawzi, Omar Fawzi and Pascal Frossard
Machine Learning, vol. 107, no 3, pp. 481-508, March 2018.
Optimal Representations for Adaptive Streaming in Interactive Multi-View Video Systems
Laura Toni and Pascal Frossard
IEEE Transactions on Multimedia, vol. 19, no 12, pp. 2775-2787, December 2017.
The Robustness of Deep Networks – A geometric perspective
Alhussein Fawzi, Seyed-Mohsen Moosavi-Dezfooli and Pascal Frossard
IEEE Signal Processing Magazine, vol. 34, no 6, pp. 50-62, November 2017.
Wide-baseline foreground object interpolation using silhouette shape prior
Cédric Verleysen, Thomas Maugey, Pascal Frossard and Christophe De Vleeschouwer
IEEE Transactions on Image Processing, vol. 26, no 11, pp. 5477-5490, November 2017.
Learning heat diffusion graphs
Dorina Thanou, Xiaowen Dong, Daniel Kressner and Pascal Frossard
IEEE Transactions on Signal and Information Processing over Networks, special issue on Graph Signal Processing, vol. 3, no 3, pp 484-499, September 2017.
Distributed Rate Allocation in Switch-Based Multiparty Videoconferencing System
Stefano D’Aronco, Sergio Mena and Pascal Frossard
ACM Transactions on Multimedia Computing Communications and Applications, vol. 13, no 3s, July 2017.
Price-based Controller for Utility-aware HTTP Adaptive Streaming
Stefano D’Aronco, Laura Toni and Pascal Frossard
IEEE Multimedia, vol. 24, no 2, pp. 20-29, April 2017.
Multi-task additive models with shared transfer functions based on dictionary learning
Alhussein Fawzi, Mathieu Sinn and Pascal Frossard
IEEE Transactions on Signal Processing, vol. 65, no 5, pp. 1352-1365, March 2017.
Improved Utility-based Congestion Control for Delay-Constrained Communication
Stefano d’Aronco, Laura Toni, Pascal Frossard, Sergio Mena and Xiaoqing Zhu
IEEE/ACM Transactions on Networking, vol. 25, no 1, pp. 349 – 362, January 2017.
Learning Laplacian Matrix in Smooth Graph Signal Representations
Xiaowen Dong, Dorina Thanou, Pascal Frossard and Pierre Vandergheynst
IEEE Transactions on Signal Processing, vol. 64, no 23, pp. 6160-6173, December 2016.
Seismic Simultaneous Source Separation via Patchwise Sparse Representation
Yanhui Zhou, Jinghuai Gao, Wenchao Chen and Pascal Frossard
IEEE Transactions on Geoscience and Remote Sensing, vol. 54, no 9, pp. 5271-5284, September 2016.
Structured Dimensionality Reduction for Additive Model Regression
Alhussein Fawzi, Jean-Baptiste Fiot, Bei Chen, Mathieu Sinn and Pascal Frossard
IEEE Transactions on Knowledge and Data Engineering, vol. 28, no 6, pp. 1589-1601, June 2016.
In-Network View Synthesis for Interactive Multiview Video Systems
Laura Toni, Gene Cheung and Pascal Frossard
IEEE Transactions on Multimedia, vol. 18, no 5, pp. 852-864, May 2016.
Temporal and Inter-view Consistent Error Concealment Technique for Multiview plus Depth Video Broadcasting
Shadan Khattak, Thomas Maugey, Raouf Hamzaoui, Shakeel Ahmad and Pascal Frossard
IEEE Transactions on Circuits and Systems for Video Technology, vol. 26, no 5, pp. 829-840, May 2016.
Graph-based compression of dynamic 3D point cloud sequences
Dorina Thanou, Philip A. Chou and Pascal Frossard
IEEE Transactions on Image Processing, vol. 25, no 4, pp. 1765-1778, April 2016.
Reference view selection in DIBR-based multiview coding
Thomas Maugey, Giovanni Petrazzuoli, Pascal Frossard, Marco Cagnazzo and Béatrice Pesquet-Popescu
IEEE Transactions on Image Processing, vol. 25, no 4, pp. 1808-1819, April 2016.
Sparse molecular image representation
Sofia Karygianni and Pascal Frossard
Journal of Visual Communication and Image Representation, vol. 36, pp. 213-228, April 2016.
Approximate Decoding for Network Coded Inter-dependent Data
Minhae Kwon, Hyunggon Park, Nikolaos Thomos and Pascal Frossard
Signal Processing, vol. 120, pp. 222-235, March 2016.
Encoder-Driven Inpainting Strategy in Multiview Video Compression
Yu Gao, Gene Cheung, Thomas Maugey, Pascal Frossard, Jie Liang
IEEE Transactions on Image Processing, vol. 25, no 1, pp. 134-149, January 2016.
Prioritized Random MAC Optimization via Graph-based Analysis
Laura Toni and Pascal Frossard
IEEE Transactions on Communications, vol. 63, no 12, pp. 5002-5013, December 2015.
Profit Optimization for Wireless Video Broadcasting Systems Based on Polymatroidal Analysis
Wen Ji, Pascal Frossard, Bo-Wei Chen and Yiqiang Chen
IEEE Transactions on Multimedia, vol. 17, no 12, pp. 2310-2327, December 2015.
Optimal Layered Representation for Adaptive Interactive Multiview Video Streaming
Ana De Abreu, Laura Toni, Thomas Maugey, Nikolaos Thomos, Pascal Frossard and Fernando Pereira
Journal of Visual Communication and Image Representation, vol. 33, pp. 255–264, November 2015.
Dictionary learning for fast classification based on soft-thresholding
Alhussein Fawzi, Mike Davies and Pascal Frossard
International Journal on Computer Vision, Special Issue on Sparse Coding, vol. 114, no 2, pp. 306-321, September 2015.
Multiscale Event Detection in Social Media
Xiaowen Dong, Dimitrios Mavroeidis, Francesco Calabrese and Pascal Frossard
Data Mining and Knowledge Discovery, vol 29, no 5, pp. 1374-1405, September 2015.
Optimized Packet Scheduling in Multiview Video Navigation Systems
Laura Toni, Thomas Maugey and Pascal Frossard
IEEE Transactions on Multimedia, vol. 17, no 9, pp. 1604-1616, September 2015.
Adaptive Prioritized Random Linear Coding and Scheduling for Layered Data Delivery from Multiple Servers
Nikolaos Thomos, Eymen Kurdoglu, Pascal Frossard and Mihaela Van der Schaar
IEEE Transactions on Multimedia, vol. 17, no 6, pp. 893-906, June 2015.
Graph-based representation for multiview image geometry
Thomas Maugey, Antonio Ortega and Pascal Frossard
IEEE Transactions on Image Processing, vol. 24, no 5, pp. 1573-1586, May 2015.
A Poisson Hidden Markov Model for Multiview Video Traffic
Lorenzo Rossi, Jacob Chakareski, Pascal Frossard and Stefania Colonnese
IEEE/ACM Transactions on Networking, vol. 23, no 2, pp. 547-558, April 2015.
Optimizing Multiview Video plus Depth Prediction Structures for Interactive Multiview Video Streaming
Ana De Abreu, Pascal Frossard and Fernando Pereira
IEEE Journal of Selected Topics in Signal Processing, Special Issue on Interactive Media Processing for Immersive Communication, vol. 9, no 3, pp. 487-500, April 2015.
Anchor View Allocation for Collaborative Free Viewpoint Video Streaming
Dongni Ren, Gary Chan, Gene Cheung, Vicky Zhao and Pascal Frossard
IEEE Transactions on Multimedia, vol. 17, no 3, pp. 307-322, March 2015.
Optimal Selection of Adaptive Streaming Representations
Laura Toni, Ramon Aparicio-Pardo, Karine Pires, Gwendal Simon, Alberto Blanc and Pascal Frossard
ACM Transactions on Multimedia Computing, Communications and Applications, vol. 11, no 2, February 2015.
Analysis of Image Registration with Tangent Distance
Elif Vural and Pascal Frossard
SIAM Journal on Imaging Sciences, vol 7, no 4, pp. 2860-2915, December 2014.
Coding Structure and Replication Optimization for Interactive Multiview Video Streaming
Dongni Ren, S.-H. Gary Chan, Gene Cheung and Pascal Frossard
IEEE Transactions on Multimedia, vol. 16, no 7, pp. 1874-1887, November 2014.
Tangent-based Manifold Approximation with Locally Linear Models
Sofia Karygianni and Pascal Frossard
Signal Processing, vol. 104, pp. 232-247, November 2014.
Distributed Rate Allocation in Inter-Session Network Coding
Eirina Bourtsoulatze, Nikolaos Thomos and Pascal Frossard
IEEE Transactions on Multimedia, vol. 16, no 6, pp. 1752 – 1765, October 2014.
Learning Parametric Dictionaries for Signals on Graphs
Dorina Thanou, David Shuman and Pascal Frossard
IEEE Transactions on Signal Processing, vol. 62, no 15, pp. 3849-3862, August 2014.
Decoding Delay Minimization in Inter-Session Network Coding
Eirina Bourtsoulatze, Nikolaos Thomos and Pascal Frossard
IEEE Transactions on Communications, vol. 62, no 6, pp. 1944-1957, June 2014.
Clustering with Multi-Layer Graphs via Subspace Analysis on Grassmann Manifolds
Xiaowen Dong, Pascal Frossard, Pierre Vandergheynst and Nikolai Nefedov
IEEE Transactions on Signal Processing, vol 62, no 4, pp. 905-918, February 2014.
Correlation-Aware Packet Scheduling for Multi-Camera Networks
Laura Toni, Thomas Maugey and Pascal Frossard
IEEE Transactions on Multimedia, vol 16, no 2, pp. 496-509, February 2014.
EXIT-based Side Information Refinement in Wyner-Ziv Video Coding
Wen Ji, Pascal Frossard and Yiqiang Chen
IEEE Transactions on Circuits and Systems for Video Technology, vol 24, no 1, pp. 141-156, January 2014.
Extended Layered Depth Image Representation in Multiview Navigation
Uday Takyar, Thomas Maugey and Pascal Frossard
IEEE Signal Processing Letters, vol 21, no 1, pp.22-25, January 2014.
Analysis of Descent-Based Image Registration
Elif Vural and Pascal Frossard
SIAM Journal on Imaging Sciences, vol 6, no 4, pp. 2310-2349, December 2013.
Image registration with sparse approximations in parametric dictionaries
Alhussein Fawzi and Pascal Frossard
SIAM Journal on Imaging Sciences, vol 6, no 4, pp. 2370-2403, December 2013.
Rate-Distortion Analysis of Multiview Coding in a DIBR Framework
Boshra Rajaei, Thomas Maugey, Hamid-Reza Pourreza and Pascal Frossard
Annals of Telecommunications, Special Issue on 3D Video Technologies and Services, vol 68, no 1, pp. 627-640, December 2013.
Growth Codes: Intermediate Performance Analysis and Application to Video
Nikolaos Thomos, Rethnakaran Pulikkoonattu and Pascal Frossard
IEEE Transactions on Communications, vol 61, no 11, pp. 4710-4721, November 2013.
Bayesian Early Mode Decision Technique for View Synthesis Prediction-enhanced Multiview Video Coding
Shaddan Kattak, Thomas Maugey, Raouf Hamzaoui, Shakeel Ahmad and Pascal Frossard
IEEE Signal Processing Letters, vol 20, no 11, pp. 1126-1129, November 2013.
Navigation domain partitioning for interactive multiview imaging
Thomas Maugey, Ismael Daribo, Gene Cheung and Pascal Frossard
IEEE Transactions in Image Processing, Special Issue on 3D Video Representation, Compression and Rendering, vol 22, no 9, pp. 3459-3472, September 2013.
Introduction to the Special Section on 3D Representation, Compression, and Rendering (Guest Editorial)
Anthony Vetro, Pascal Frossard, Sanghoon Lee, Karsten Mueller, Jens-Rainer Ohm and Gary Sullivan
IEEE Transactions on Image Processing, vol. 22, no 9, pp. 3513-3516, September 2013.
Network Coding Meets Multimedia: a Review
Enrico Magli, Mea Wang, Pascal Frossard, Athina Markopoulou
IEEE Transactions on Multimedia, vol 15, no 5, pp. 1195-1212, August 2013.
Correlation Estimation from Compressed Images
Vijayaraghavan Thirumalai and Pascal Frossard
Journal of Visual Communication and Image Representation, Special Issue on Recent Advances on Analysis and Processing for Distributed Video Systems, vol. 24, no 6, pp. 649-660, August 2013. (Best Paper Award Runner-Up 2014)
Interactive Multiview Video System with non-complex Navigation at the Decoder
Thomas Maugey and Pascal Frossard
IEEE Transactions on Multimedia, vol. 15, no 5, pp. 1-13, August 2013.
Fast Encoding Techniques for Multiview Video Coding
Shadan Khattak, Raouf Hamzaoui, Shakeel Ahmad and Pascal Frossard
Signal Processing: Image Communication, vol. 28, no 6, pp. 569-580, July 2013.
Tangent Space Estimation for Smooth Embeddings of Riemannian Manifolds
Hemant Tyagi, Elif Vural and Pascal Frossard
IMA Journal of Information and Inference, vol. 2, no 1, pp.69-114, June 2013. (Best Paper Award Runner-Up, 2012-2014)
Optimized MVC Prediction Structures for Interactive Multiview Video Streaming
Ana De Abreu, Pascal Frossard and Fernando Pereira
IEEE Signal Processing Letters, vol. 20, no 6, pp. 603-606, June 2013.
Joint Source and Transmission Rate Modeling in Adaptive Video Streaming
Stefania Colonnese, Pascal Frossard, Stefano Rinauro, Lorenzo Rossi and Gaetano Scarano
Signal Processing: Image Communication, vol. 28, no 5, pp. 403-416, May 2013.
Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains
David I Shuman, Sunil K. Narang, Pascal Frossard, Antonio Ortega and Pierre Vandergheynst
IEEE Signal Processing Magazine, vol. 30, no 3, pp. 83-98, May 2013.
Joint Reconstruction of Multi-view Compressed Images
Vijayaraghavan Thirumalai and Pascal Frossard
IEEE Transactions on Image Processing, vol. 22, no 5, pp. 1969-1981, May 2013.
Learning Smooth Pattern Transformation Manifolds
Elif Vural and Pascal Frossard
IEEE Transactions on Image Processing, vol. 22, no 4, 1311-1325, April 2013.
Markov Decision Process Based Energy-Efficient On-Line Scheduling for Slice Parallel Video Decoders on Multicore Systems
Nicholas Mastronarde, Karim Kanoun, David Atienza, Pascal Frossard and Mihaela van der Schaar
IEEE Transactions on Multimedia, vol. 15, no 2, pp. 268-278, February 2013.
Distributed Sensor Failure Detection in Sensor Networks
Tamara Tosic, Nikolaos Thomos and Pascal Frossard
Signal Processing, vol. 93, no 2, pp. 399-410, February 2013.
Distributed Average Consensus with Quantization Refinement
Dorina Thanou, Effrosyni Kokiopoulou, Ye Pu and Pascal Frossard
IEEE Transactions on Signal Processing, vol. 61, no 1, pp. 194-205, January 2013.
Approximate Decoding Approaches for Network Coded Correlated Data
Hyunggon Park, Nikolaos Thomos and Pascal Frossard
Signal Processing, vol.93, no 1, pp. 109-123, January 2013.
Correlation-aware Resource Allocation in Multi-Cell Networks
Dorna Bandari, Gregory Pottie and Pascal Frossard
IEEE Transactions on Wireless Communications, vol. 11, no 12, pp. 4438-4445, December 2012.
Clustering with Multi-Layer Graphs: A Spectral Perspective
Xiaowen Dong, Pascal Frossard, Pierre Vandergheynst and Nikolai Nefedov
IEEE Transactions on Signal Processing, vol.60, no 11, pp. 5820-5831, November 2012.
Towards one Symbol Network Coding Vectors
Nikolaos Thomos and Pascal Frossard
IEEE Communication Letters, vol. 16, no 11, pp. 1860-1863, November 2012.
Distributed Representation of Geometrically Correlated Images with Compressed Linear Measurements
Vijayaraghavan Thirumalai and Pascal Frossard
IEEE Transactions on Image Processing, vol. 21, no 7, pp. 3206-3219, July 2012.
Scale Invariant Features and Polar Descriptors in Omnidirectional Imaging
Zafer Arican and Pascal Frossard
IEEE Transactions on Image Processing, vol. 21, no 5, pp. 2412-2423, May 2012.
Sparse Approximation Using M-Term Pursuit and Application in Image and Video Coding
Adel Rahmoune, Pierre Vandergheynst and Pascal Frossard
IEEE Transactions on Image Processing, vol. 21, no 4, pp. 1950-1962, April 2012.
Distributed Congestion Control of Scalable Video Streams
Jean-Paul Wagner and Pascal Frossard
Journal of Communications, special issue on Multimedia Streaming, vol. 7, no 3, pp. 180-191, March 2012.
Discretization of Parametrizable Signal Manifolds
Elif Vural and Pascal Frossard
IEEE Transactions on Image Processing, vol. 12, no 20, pp. 3621-3633, December 2011.
A Variational Framework for Structure from Motion in Omnidirectional Image Sequences
Luigi Bagnato, Pierre Vandergheynst and Pascal Frossard
Journal of Mathematical Imaging and Vision, vol. 41, no 3, pp. 182-193, November 2011.
Joint registration and super-resolution with omnidirectional images
Zafer Arican and Pascal Frossard
IEEE Transactions on Image Processing, vol. 20, no 11, pp. 3151 – 3162, November 2011.
Selection of network coding nodes for minimal playback delay in streaming overlays
Nicolae Cleju, Nikolaos Thomos and Pascal Frossard
IEEE Transactions on Multimedia, vol. 13, no 5, pp. 1103-1115, October 2011.
Special Section on Interactive Multimedia: Guest Editorial
Gary Chan, Jin Li, Pascal Frossard and Gerasimos Potamianos
IEEE Transactions on Multimedia, vol. 13, no 5, pp. 841-843, October 2011.
Prioritized distributed video delivery through randomized network coding
Nikolaos Thomos, Jacob Chakareski and Pascal Frossard
IEEE Transactions on Multimedia, vol. 13, no 4, pp. 776-787, August 2011.
Special Issue on Wireless multimedia transmission technology and application: Guest Editorial
Gabriel-Miro Muntean, Pascal Frossard, Haohong Wang, Yan Zhang, Liang Zhou
ACM Multimedia Systems Journal, vol 17, no 4, pp. 247-249, July 2011
Optimal image alignment with random projections of manifolds: algorithm and geometric analysis
Effrosyni Kokiopoulou, Daniel Kressner and Pascal Frossard
IEEE Transactions on Image Processing, vol. 20, no 6, pp. 1543-1557, June 2011.
Distributed Image Processing: Guest Editorial
Gary Chan, Pascal Frossard and Anthony Vetro
IEEE Signal Processing Magazine, vol. 28, no 3, pp. 17-18, May 2011.
Dictionary learning for Stereo Image Representation
Ivana Tosic and Pascal Frossard
IEEE Transactions on Image Processing, vol. 20, no 4, pp. 921-934, April 2011.
Dictionary learning: What is the right representation for my signal?
Ivana Tosic and Pascal Frossard
IEEE Signal Processing Magazine, vol. 28, no 2, pp. 27-38, March 2011.
Distributed classification of multiple observation sets by consensus
Effrosyni Kokiopoulou and Pascal Frossard
IEEE Transactions on Signal Processing, vol. 59, no1, pp. 104-114, January 2011
Network coding of rateless video in streaming overlays
Nikolaos Thomos and Pascal Frossard
IEEE Transactions on Circuits and Systems for Video Technology, vol 20, no 12, pp. 1834-1847, December 2010.
Graph-based classification of multiple observation sets
Effrosyni Kokiopoulou and Pascal Frossard
Pattern Recognition, vol 43, no 12, December 2010, pp. 3988-3997.
Special Issue on Multicamera Information Processing: Acquisition, Collaboration, Interpretation and Production: Guest Editorial
Christophe De Vleeschouwer, Andrea Cavallaro, Pascal Frossard, Peter Tu, and Li-Qun Xu
EURASIP Journal on Image and Video Processing, vol 2010, Article ID 560927, 2 pages, 2010.
Context-adaptive information flow allocation and media delivery in online social networks
Jacob Chakareski and Pascal Frossard
IEEE Journal on Selected Topics in Signal Processing, vol 4, no 4, August 2010, pp. 732-745.
3D Face Recognition with Sparse Spherical Representations
Roser Sala Llonch, Effrosyni Kokiopoulou, Ivana Tosic and Pascal Frossard
Pattern Recognition, vol 43, no. 3, March 2010, pp. 824-834.
Multiple Description Video Coding with H.264/AVC Redundant Pictures
Ivana Radulovic, Pascal Frossard, Ye-Kui Wang and Miska Hannuksela
IEEE Transactions on Circuits and Systems for Video Technology, vol. 10, no. 1, January 2010, pp.144-148.
Network coding: from theory to media streaming
Nikolaos Thomos and Pascal Frossard
Invited paper, Journal of Communications, Special issue on Multimedia Communications, Networking, and Application, vol. 4, no. 9, October 2009, pp. 628-639.
Forward Error Correction for Multipath Media Streaming
Dan Jurca, Pascal Frossard and Aleksandar Jovanovic
IEEE Transactions on Circuits and Systems for Video Technology, vol. 19, no. 9, September 2009, pp. 1315-1326.
Minimum distance between pattern transformation manifolds: Algorithm and Applications
Effrosyni Kokiopoulou and Pascal Frossard
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 31, no. 7, June 2009, pp. 1225-1238.
Flexible Forward Error Correction Codes with Application to Partial Media Data Recovery
Jari Korhonen and Pascal Frossard
Signal Processing: Image Communications, vol 24, March 2009, pp. 229–242
Polynomial Filtering for Fast Convergence in Distributed Consensus
Effrosyni Kokiopoulou and Pascal Frossard
IEEE Transactions on Signal Processing, vol. 57, no.1, January 2009, pp. 342-354.
Guest Editorial: Special issue on resource-aware adaptive video streaming
Chia-Wen Lin, Enrico Magli, Deepak Turaga and Pascal Frossard
Journal of Visual Communication and Image Representation, Volume 19, no 8, December 2008, pp. 471-472.
Distributed Media Rate Allocation in Multipath Networks
Dan Jurca and Pascal Frossard
Signal Processing: Image Communications, Volume 23, no 10, November 2008, pp. 754-768.
Advanced Solutions for Quality-Oriented Multimedia Broadcasting: Guest Editorial
Gabriel-Miro Muntean, Gheorghita Ghinea, Pascal Frossard, Minoru Etoh, Filippo Speranza and Hong Ren Wu
IEEE Transactions on Broadcasting, Volume 54, no 3, September 2008, pp. 494-498.
Guest Editorial: Special issue on wireless multimedia sensor networks
Ozgur Akan, Pascal Frossard, Qian Zhang and Nikil Jayant
Computer Networks, Volume 52, 2008, pp. 2529-2531.
Semantic coding by supervised dimensionality reduction
Effrosyni Kokiopoulou and Pascal Frossard
IEEE Transactions on Multimedia, vol. 10, no 5, August 2008, pp. 806-818. (IEEE TMM Best Paper Award 2011)
Distributed Collaboration for Enhanced Sender-Driven Video Streaming
Jacob Chakareski and Pascal Frossard
IEEE Transactions on Multimedia, vol. 10, no 5, August 2008, pp. 858-870.
Geometry-based scene representation with distributed omnidirectional vision sensors
Ivana Tosic and Pascal Frossard
IEEE Transactions on Image Processing, vol. 17, no 7, July 2008, pp. 1033-1046.
Symmetric Distributed Source Coding of Stereo Omnidirectional Images
Vijayaraghavan Thirumalai, Ivana Tosic and Pascal Frossard
Invited paper, Signal Processing: Image Communication, Special Issue on Distributed Coding, vol. 23, no 5, June 2008, pp. 379-390.
Window-based control in lossy packet networks
Christophe De Vleeschouwer and Pascal Frossard
Computer Networks, vol. 52, no 7, May 2008, pp. 1473-1491.
Media Streaming with Network Diversity
Pascal Frossard, Juan Carlos de Martin and Reha Civanlar
Invited paper, Proceedings of the IEEE, vol. 96, no 1, January 2008, pp. 39-53.
Dependent packet transmission policies in rate-distortion optimized media scheduling
Christophe De Vleeschouwer and Pascal Frossard
IEEE Transactions on Multimedia, vol. 9, no 6, October 2007, pp. 1241-1258.
Media Flow Rate Allocation in Multipath Networks – ERRATA
Dan Jurca and Pascal Frossard
IEEE Transactions on Multimedia, vol. 9, no 6, October 2007, pp. 1227-1240.
Accelerating Distributed Consensus Using Extrapolation
Effrosyni Kokiopoulou and Pascal Frossard
IEEE Signal Processing Letters, vol. 14, no 10, October 2007, pp. 665-668.
Enabling Adaptive Video Streaming in P2P systems
Dan Jurca, Jacob Chakareski, Jean-Paul Wagner and Pascal Frossard
IEEE Communications Magazine, vol. 45, no 6, June 2007, pp. 108-114.
Guest Editorial Cross-layer Optimized Wireless Multimedia Communications
Pascal Frossard, Chang Wen Chen, Cormac Sreenan, K. P. Subbalakshmi, Oliver Wu, Qian Zhang
IEEE Journal on Selected Areas in Communications, vol. 25, no 4, May 2007, pp. 641 – 644.
Packet Media Streaming with Imprecise Rate Estimation
Dan Jurca and Pascal Frossard
Invited paper, Journal of Advances in Multimedia, vol. 2007, Article ID 39524, 8 pages, 2007.
Multiple Description Coding with Redundant Expansions and Application to Image Communication
Ivana Radulovic and Pascal Frossard
Invited paper, EURASIP Journal on Image and Video Processing, vol. 2007, Article ID 24863, 15 pages, 2007.
Video Packet Selection and Scheduling for Multipath Streaming
Dan Jurca and Pascal Frossard
IEEE Transactions on Multimedia, vol. 9, no. 3, Apr. 2007, pp. 629-641.
Special Isssue on Mobile Video: Guest Editorial
Luigi Atzori, Ebroul Izquierdo, Pascal Frossard and Ozgur Akan
Signal Processing: Image Communication, Volume 22, Issue 3, Special issue on Mobile Video, March 2007, pp. 235-236.
The virtue of patience in low complexity scheduling of packetized media with feedback
Christophe De Vleeschouwer, Jacob Chakareski and Pascal Frossard
IEEE Transactions on Multimedia, vol. 9, no. 2, Feb. 2007, pp. 348 – 365.
Adaptive Systems for Improved Media Streaming Experience
Jacob Chakareski and Pascal Frossard
IEEE Communications Magazine, vol. 45, no 1, Jan. 2007, pp. 77 – 83.
Tree-based Pursuit: Algorithm and Properties
Philippe Jost, Pierre Vandergheynst and Pascal Frossard
IEEE Transactions on Signal Processing, vol. 54, no 12, December 2006, pp. 4685-4697.
Progressive coding of 3D objects based on overcomplete decompositions
Ivana Tosic, Pascal Frossard and Pierre Vandergheynst
IEEE Transactions on Circuits and Systems for Video Technology, vol.16, no 11, November 2006, pp. 1338-1349.
Rate-Distortion Optimized Distributed Packet Scheduling of Multiple Video Streams over Shared Communication Resources
Jacob Chakareski and Pascal Frossard
IEEE Transactions on Multimedia, Special Issue on Distributed Media Technologies and Applications, vol. 8, no 2, April 2006, pp. 207-218.
Low Rate and Scalable Image Coding with Redundant Representations
Rosa M. Figueras i Ventura, Pierre Vandergheynst and Pascal Frossard
IEEE Transactions on Image Processing, vol. 15, no 3, March 2006, pp. 726-739.
Flexible Motion-Adaptive Video Coding with Redundant Expansions
Adel Rahmoune, Pierre Vandergheynst and Pascal Frossard
IEEE Transactions on Circuits and Systems for Video Technology, vol. 16, no 2, February 2006, pp. 178-190.
Unbalanced Quantized Multi-State Video Coding
Sila Ekmekci, Thomas Sikora and Pascal Frossard
Invited paper, Journal of Applied Signal Processing, Special Issue on Video Analysis and Coding for Robust Transmission. Volume 2006, Article ID 14694, Pages 1-10.
Special issue on Media and Communication Applications on General Purpose Processors: Hardware and Software Issues, Editorial
Eric Debes and Pascal Frossard
Journal of VLSI Signal Processing-Systems for Signal, Image, and Video Technology, vol. 41, no 2, September 2005, pp 135-137.
Special issue on streaming media, Editorial
Wenjun Zeng, Klara Nahrstedt, Phil Chou, Antonio Ortega, Pascal Frossard and Heather Yu
IEEE Transactions on Multimedia, vol. 6, no 2, April 2004, pp. 225-229.
A Posteriori Quantization of Progressive Matching Pursuit Streams
Pascal Frossard, Pierre Vandergheynst, Rosa M. Figueras i Ventura and Murat Kunt
IEEE Transactions on Signal Processing, vol. 52, no.2, February 2004, pp.525-535.
Special issue on image and video coding beyond standards, Editorial
Pierre Vandergheynst and Pascal Frossard
Signal Processing, vol. 82, no 11, November 2002, pp. 1517-1518.
Batched Patch Caching for Streaming Media
Pascal Frossard and Olivier Verscheure
IEEE Communications Letters, vol. 6, no 4, April 2002, pp.159-162.
Joint Server Scheduling and Proxy Caching for Video Delivery
Olivier Verscheure, Chitra Venkatramani, Pascal Frossard and Lisa Amini
Computer Communications, vol. 25, no 4, March 2002, pp.413-423.
Joint Source/FEC Rate Selection for Quality-Optimal MPEG-2 Video Delivery
Pascal Frossard and Olivier Verscheure
IEEE Transactions on Image Processing, vol. 10, n. 12, December 2001, pp.1815-1825.
AMISP: A Complete Content-Based MPEG-2 Error-Resilient Scheme
Pascal Frossard and Olivier Verscheure
IEEE Transactions on Circuits and Systems for Video Technology, September 2001, vol 11, no 9, pp.989-998.
FEC Performances in Multimedia Streaming
Pascal Frossard
IEEE Communications Letters, vol.5, no 3, March 2001, pp 122-124.
User-Oriented QoS Analysis in MPEG-2 Video Delivery
Olivier Verscheure, Pascal Frossard and Maher Hamdi
Journal of Real-Time Imaging (special issue on Real-Time Digital Video over Multimedia Networks), October 1999, vol.5, no 5, p.305-314.
| Journal Papers | Conference Papers | Recent Preprints |
Conference Papers
Generative Modelling of Structurally Constrained Graphs
Manuel Madeira, Clément Vignac, Dorina Thanou and Pascal Frossard
Accepted for publication, NeurIPS, 2024.
Sequential Representation Learning via static-dynamic Conditional Disentanglement
Mathieu Simon, Pascal Frossard and Christophe De Vleeschouwer
Accepted for publication, ECCV, 2024.
Task Addition and Weight Disentanglement in Closed-Vocabulary Models
Adam Hazimeh, Alessandro Favero and Pascal Frossard
Efficient Systems for Foundation Models (ES-FoMo) Workshop, ICML, 2024.
Localizing Task Information for Improved Model Merging and Compression
Ke Wang, Nikolaos Dimitriadis, Guillermo Ortiz-Jimenez, François Fleuret, Pascal Frossard
Proceedings of ICML, 2024.
Pi-DUAL: Using Privileged Information to Distinguish Clean from Noisy Labels
Ke Wang, Guillermo Ortiz-Jimenez, Rodolphe Jenatton, Mark Collier, Efi Kokiopoulou and Pascal Frossard
Proceedings of ICML, 2024.
Subgraph Matching via Partial Optimal Transport
Wen-Xin Pan, Isabel Haasler and Pascal Frossard
Proceedings of IEEE ISIT, Athens, Greece, July 2024.
IS-Fusion: Instance-Scene Collaborative Fusion for Multimodal 3D Object Detection
Junbo Yin, Wenguan Wang, Runnan Chen, Wei Li, Ruigang Yang, Pascal Frossard, Jianbing Shen
Proceedings of IEEE CVPR, Seattle, WA, USA, June 2024.
Bures-Wasserstein Means of Graphs
Isabel Haasler and Pascal Frossard
Proceedings of AISTATS, Valencia, Spain, May 2024.
A Classification-Guided Approach for Adversarial Attacks against Neural Machine Translation
Sahar Sadrizadeh, Ljiljana Dolamic and Pascal Frossard
Proceedings of EACL, Malta, March 2024.
Graph Neural network based future cardiovascular events prediction from coronary angiography
Xiaowu Sun, Belmpas Theofilos, Ortal Senouf, Emmanuel Abbe, Pascal Frossard, Bernard de Bruyne, Olivier Muller, Stephane Fournier, Thabo Mahendiran and Dorina Thanou
Proceedings of IEEE ISBI, Athens, Greece, May 2024.
Inferring Cardiovascular Biomarkers with Hybrid Model Learning
Ortal Senouf, Jens Behrmann, Joern-Henrik Jacobsen, Pascal Frossard, Emmanuel Abbe, Antoine Wehenkel
Proceedings of NeurIPS Deep Inverse Workshop, 2023.
Task Arithmetic in the Tangent Space: Improved Editing of Pre-Trained Models
Guillermo Ortiz-Jimenez, Alessandro Favero and Pascal Frossard
Proceedings of NeurIPS, December 2023.
Sparse Attacks for Manipulating Explanations in Deep Neural Network Models
Ahmad Ajalloeian, Seyed-Mohsen Moosavi-Dezfooli, Michalis Vlachos and Pascal Frossard
Proceedings of ICDM, Shanghai, China, December 2023.
Tertiary Lymphoid Structures Generation through Graph-based Diffusion
Manuel Madeira, Dorina Thanou and Pascal Frossard
Proceedings of GRAIL, MICCAI Workshop, Vancouver, CA, October 2023.
Online Network Source Optimization with Graph-Kernel MAB
Laura Toni and Pascal Frossard
Proceedings of ECML, Torino, Italy, September 2023.
Knowledge-Distilled Graph Neural Networks for Personalized Epileptic Seizure Detection
Qinyue Zheng, Arun Venkitaraman, Simona Petravic and Pascal Frossard
Proceedings of ECML, Torino, Italy, September 2023.
MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation
Clément Vignac, Nagham Osman, Laura Toni and Pascal Frossard
Proceedings of ECML, Torino, Italy, September 2023.
A Relaxed Optimization Approach for Adversarial Attacks against Neural Machine Translation Models
Sahar Sadrizadeh, Clément Barbier, Ljiljana Dolamic and Pascal Frossard
Proceedings of EUSIPCO, Helsinki, Finland, September 2023.
DARE: Towards Robust Text Explanations in Biomedical and Healthcare Applications
Adam Daniel Ivankay, Mattia Rigotti and Pascal Frossard
Proceedings of ACL, Toronto, Canada, July 2023.
Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models
Nikolaos Dimitriadis, Pascal Frossard and François Fleuret
Proceedings of ICML, Hawaii, July 2023.
MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation
Clément Vignac, Nagham Osman, Laura Toni and Pascal Frossard
ICLR Machine Learning for Drug Discovery (MLDD) Workshop, Kigali, Rwanda, May 2023.
Maximum Likelihood Distillation for Robust Modulation Classification
Javier Maroto, Gérôme Bovet and Pascal Frossard
Proceedings of IEEE ICASSP, Rhodes Island, Greece, June 2023.
A Meta-GNN approach to personalized seizure detection and classification
Abdellah Rahmani, Arun Venkitaraman and Pascal Frossard
Proceedings of IEEE ICASSP, Rhodes Island, Greece, June 2023.
Targeted Adversarial Attacks against Neural Machine Translation
Sahar Sadrizadeh, AmirHossein Dabiri Aghdam, Ljiljana Dolamic and Pascal Frossard
Proceedings of IEEE ICASSP, Rhodes Island, Greece, June 2023.
DiGress: Discrete Denoising diffusion for graph generation
Clement Vignac, Igor Krawczuk, Antoine Siraudin, Bohan Wang, Volkan Cevher and Pascal Frossard
Proceedings of ICLR, Kigali, Rwanda, May 2023
SSDA3D: Semi-supervised Domain Adaptation for 3D Object Detection from Point Cloud
Yan Wang, Junbo Yin, Wei Li, Pascal Frossard, Ruigang Yang, Jianbing Shen
Proceedings of AAAI, Washington DC, USA, February 2023.
Anatomy-informed multimodal learning for myocardial infarction prediction
Ivan-Daniel Sievering, Ortal Senouf, Thabo Mahendiran, David Nanchen, Stéphane Fournier, Olivier Muller, Pascal Frossard, Emmanuel Abbe, Dorina Thanou
NeurIPS Workshop on ‘Medical Imaging meets NeurIPS’ (Med-NeurIPS), December 2022
Attention-based learning of views fusion applied to myocardial infarction diagnosis from x-ray CT
Jakub Gwizdala, Ortal Senouf, Denise Auberson, David Meier, David Rotzinger, Stéphane Fournier, Salah Qanadli, Olivier Muller, Pascal Frossard, Emmanuel Abbe, Dorina Thanou
NeurIPS Workshop on ‘Medical Imaging meets NeurIPS’ (Med-NeurIPS), December 2022
Equivariant 3D-Conditional Diffusion Models for Molecular Linker Design
Ilia Igashov, Hannes Stärk, Clément Vignac, Victor Garcia Satorras,
Pascal Frossard, Max Welling, Michael Bronstein and Bruno Correia
NeurIPS 2022 AI for Science Workshop (A4Science), December 2022
CLAD: A Contrastive Learning based Approach for Background Debiasing
Ke Wang, Harshitha Machiraju, Oh-Hyeon Choung, Michael H. Herzog and Pascal Frossard
Proceedings of BMVC, 2022.
On the Granularity of Explanations in Model Agnostic NLP Interpretability
Yves Rychener, Xavier Renard, Djamé Seddah, Pascal Frossard, and Marcin Detyniecki
Proceedings of the ECML PKDD International Workshop on eXplainable Knowledge Discovery in Data Mining, 2022.
On Smoothed Explanations: Quality and Robustness
Ahmad Ajalloeian, Seyed-Mohsen Moosavi-Dezfooli, Michalis Vlachos and Pascal Frossard
Proceedings of ACM CIKM, 2022.
U-Boost NAS: Utilization-Boosted Differentiable Neural Architecture Search
Ahmet Caner Yüzügüler, Nikolaos Dimitriadis, and Pascal Frossard
Proceedings of ECCV, October 2022.
PRIME: A Few Primitives Can Boost Robustness to Common Corruptions
Apostolos Modas, Rahul Rade, Guillermo Ortiz-Jiménez, Seyed-Mohsen Moosavi-Dezfooli and Pascal Frossard
Proceedings of ECCV, October 2022.
Generalization Capability of a Neural Network for Blood Pressure Estimation from Photoplethysmography
Clémentine Aguet, Jérôme Van Zaen, Martin Proença, Guillaume Bonnier, Pascal Frossard and Mathieu Lemay
Proceedings of Computing in Cardiology Conference (CINC), September 2022
Catastrophic overfitting is a bug but also a feature
Guillermo Ortiz-Jimenez, Pau de Jorge Aranda, Amartya Sanyal, Adel Bibi, Puneet Dokania, Pascal Frossard, Gregory Rogez and Philip Torr
Adversarial Machine Learning Frontiers Workshop, ICML, July 2022.
Méthode d’apprentissage opérant sur la sphère: Application à la compression d’images omnidirectionnelles
Navid Mahmoudian Bidgoli, Roberto G. De A. Azevedo, Thomas Maugey, Aline Roumy and Pascal Frossard
Proceedings of GRETSI, Nancy, France, September 2022.
Data augmentation with mixtures of max-entropy transformations for filling-level classification
Apostolos Modas, Andrea Cavallaro and Pascal Frossard
Proceedings of EUSIPCO, Belgrade, Serbia, August 2022.
SafeAMC: Adversarial training for robust modulation classification models
Javier Maroto, Gérôme Bovet and Pascal Frossard
Proceedings of EUSIPCO, Belgrade, Serbia, August 2022.
Adversarial training with informed data selection
Marcele O. K. Mendonça, Javier Maroto, Pascal Frossard and Paulo S. R. Diniz
Proceedings of EUSIPCO, Belgrade, Serbia, August 2022.
Empirical Advocacy of Bio-inspired Models for Robust Image Recognition
Harshitha Machiraju, Oh-Hyeon Choung, Michael H. Herzog, Pascal Frossard
NeuroVision Workshop, IEEE CVPR, June 2022.
A Structured Dictionary Perspective on Implicit Neural Representations
Gizem Yüce, Guillermo Ortiz-Jiménez, Beril Besbinar and Pascal Frossard
Proceedings of IEEE CVPR, New Orleans, Louisiana, June 2022
Block-Sparse Adversarial Attack to Fool Transformer-Based Text Classifiers
Sahar Sadrizadeh, Ljiljana Dolamic and Pascal Frossard
Proceedings of IEEE ICASSP, Singapore, May 2022.
Annihilation Filter Approach for Estimating Graph Dynamics from Diffusion Processes
Arun Venkitaraman and Pascal Frossard
Proceedings of IEEE ICASSP, Singapore, May 2022.
Distributed Graph Learning with Smooth Data Priors
Isabela Cunha Maia Nobre, Mireille El Gheche and Pascal Frossard
Proceedings of IEEE ICASSP, Singapore, May 2022.
Top-N: Equivariant set and graph generation without exchangeability
Clément Vignac and Pascal Frossard
Proceedings of ICLR 2022.
Fooling Explanations in Text Classifiers
Adam Ivankay, Ivan Girardi, Chiara Marchiori and Pascal Frossard
Proceedings of ICLR 2022.
FGOT: Graph Distances based on Filters and Optimal Transport
Hermina Petric Maretic, Mireille El Gheche, Giovanni Chierchia and Pascal Frossard
Proceedings of AAAI, Vancouver, BC, Canada, February 2022.
FAR: A General Framework for Attributional Robustness
Adam Ivankay, Ivan Girardi, Chiara Marchiori and Pascal Frossard
Proceedings of BMVC, November 2021
Predicting future myocardial infarction from angiographies with deep learning
Dorina Thanou, Ortal Senouf, Omar Raita, Emmanuel Abbé, Pascal Frossard, Farhang Aminfar, Denise Auberson, Nicolas Dayer, David Meier, Mattia Pagnoni, Olivier Muller, Stéphane Fournier, and Thabodhan Mahendiran
Proceedings of the NeurIPS Workshop on ‘Medical Imaging meets NeurIPS’, December 2021
What can linearized neural networks actually say about generalization?
Guillermo Ortiz-Jimenez, Seyed-Mohsen Moosavi-Dezfooli and Pascal Frossard
Proceedings of NeurIPS, December 2021
Feature Learning for Blood Pressure Estimation from Photoplethysmography
Clémentine Aguet, Jérôme Van Zaen, João Jorge, Martin Proença, Guillaume Bonnier, Pascal Frossard and Mathieu Lemay
Proceedings of EMBC, November 2021
Learning to Represent Whole Slide Images by Selecting Cell Graphs of Patches
Yinan Zhang, Beril Besbinar and Pascal Frossard
Proceedings of MIDL, Lübeck, Germany, July 2021
Self-Supervision by Prediction for Object Discovery in Videos
Beril Besbinar and Pascal Frossard
Proceedings of IEEE ICIP, Anchorage, Alaska, USA, September 2021
Improving Filling Level Classification with Adversarial Training
Apostolos Modas, Alessio Xompero, Ricardo Sanchez-Matilla, Pascal Frossard and Andrea Cavallaro
Proceedings of IEEE ICIP, Anchorage, Alaska, USA, September 2021
On the benefits of robust models in modulation recognition
Javier Maroto, Gérôme Bovet and Pascal Frossard
Proceedings of the SPIE, Conference on Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications III, Orlando, Florida, USA, April, 2021.
A neural anisotropic view of underspecification in deep learning
Guillermo Ortiz-Jimenez, Itamar Franco Salazar Reque, Apostolos Modas, Seyed-Mohsen Moosavi-Dezfooli and Pascal Frossard
ICLR Workshop on Robust and Reliable Machine Learning in the Real World, 2021.
Multilayer Graph Clustering with Optimized Node Embedding
Mireille El Gheche and Pascal Frossard
Proceedings of IEEE Data Science and Learning Workshop (DSLW), Toronto, CA, June 2021.
FiGLearn: Filter and Graph Learning using Optimal Transport
Matthias Minder, Zahra Farsijani, Dhruti Shah, Mireille El Gheche and Pascal Frossard
Proceedings of IEEE ICASSP, Toronto, CA, June 2021.
Modurec: Recommender Systems with Feature and Time Modulation
Javier Maroto, Clément Vignac and Pascal Frossard
Proceedings of IEEE ICASSP, Toronto, CA, June 2021.
Building powerful and equivariant graph neural networks with message-passing
Clement Vignac, Andreas Loukas and Pascal Frossard
Proceedings of NeurIPS, 2020.
Neural Anisotropy Directions
Guillermo Ortiz-Jimenez, Apostolos Modas, Seyed-Mohsen Moosavi-Dezfooli and Pascal Frossard
Proceedings of NeurIPS 2020.
Hold me tight! Influence of discriminative features on deep network boundaries
Guillermo Ortiz-Jimenez, Apostolos Modas, Seyed-Mohsen Moosavi-Dezfooli and Pascal Frossard
Proceedings of NeurIPS, 2020.
Redundant features can hurt robustness to distribution shift
Guillermo Ortiz Jimenez, Apostolos Modas, Seyed Mohsen Moosavi Dezfooli, and Pascal Frossard.
ICML Workshop on Uncertainty and Robustness in Deep Learning Workshop (UDL), July 2020.
A Viewport-driven Multi-metric Fusion Approach for 360-Degree Video Quality Assessment
Roberto Azevedo, Neil Birkbeck, Ivan Janatra, Balu Adsumilli and Pascal Frossard
Proceedings of IEEE ICME, July 2020.
Joint Graph-based Depth Refinement and Normal Estimation
Mattia Rossi, Mireille El Gheche, Andreas Kuhn and Pascal Frossard
Proceedings of IEEE CVPR, June 2020.
GeoDA: a geometric framework for black-box adversarial attacks
Ali Rahmati, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard and Huaiyu Dai
Proceedings of IEEE CVPR, June 2020.
On the choice of graph neural network architectures
Clément Vignac, Guillermo Ortiz-Jiménez and Pascal Frossard
Proceedings of IEEE ICASSP, Barcelona, Spain, May 2020.
Forward-Backward Splitting for Optimal Transport based Problems
Guillermo Ortiz-Jiménez, Mireille El Gheche, Effrosyni Simou, Hermina Petric Maretić and Pascal Frossard
Proceedings of IEEE ICASSP, Barcelona, Spain, May 2020.
Multi-view shape estimation of transparent containers
Alessio Xompero, Ricardo Sanchez-Matilla, Apostolos Modas, Pascal Frossard and Andrea Cavallaro
Proceedings of IEEE ICASSP, Barcelona, Spain, May 2020.
Subjective and Viewport-based Objective Quality Assessment of 360-degree videos
Roberto G. de A. Azevedo, Neil Birkbeck, Ivan Janatra, Balu Adsumilli and Pascal Frossard
Proceedings of IS&T Electronic Imaging Symposium, Burlingame, CA, USA, 2020.
GOT: An Optimal Transport framework for Graph comparison
Hermina Petric Maretic, Mireille EL Gheche, Giovanni Chierchia and Pascal Frossard
Proceedings of NeurIPS, Vancouver, BC, Canada, 2019.
A geometry-inspired decision-based attack
Yujia Liu, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard
Proceedings of ICCV, Seoul, South Korea, October 2019.
Graph-Based Non-Uniform Sampling and Reconstruction of Depth Maps
Jingyu Yang, Wenqiang Xu, Xinchen Ye, Pascal Frossard and Kun Li
Proceedings of IEEE ICIP, Taipei, Taiwan, September 2019.
Graph-Based Detection of Seams in 360-Degree Images
Francesca de Simone, Roberto G. de A. Azevedo, Sohyeong Kim and Pascal Frossard
Proceedings of IEEE ICIP, Taipei, Taiwan, September 2019.
Subjective Evaluation of 360-degree Sensory Experiences
Álan L. V. Guedes, Roberto G. de A. Azevedo, Pascal Frossard, Sérgio Colcher and Simone Diniz Junqueira Barbosa
Proceedings of IEEE MMSP, Kuala Lumpur, Malaysia, September 2019.
Une approche basée incertitude pour transporter un signal d’un graphe à un autre
Bastien Pasdeloup, Hermina Petric Maretic, Mireille El Gheche and Pascal Frossard
Proceedings of GRETSI, Lille, France, August 2019.
Geometry Aware Convolutional Filters for Omnidirectional Images Representation
Renata Khasanova and Pascal Frossard
Proceedings of ICML, Long Beach, CA, USA, June 2019.
Robustness via curvature regularization, and vice versa
Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Jonathan Uesato and Pascal Frossard
Proceedings of IEEE CVPR, Long Beach, CA, USA, June 2019.
SparseFool: a few pixels make a big difference
Apostolos Modas, Seyed-Mohsen Moosavi-Dezfooli and Pascal Frossard
Proceedings of IEEE CVPR, Long Beach, CA, USA, June 2019.
On the First JND and Break in Presence of 360-degree Content: An Exploratory Study
Roberto G. de A. Azevedo, Neil Birkbeck, Ivan Janatra, Balu Adsumilli and Pascal Frossard
Proceedings of the 11th ACM Workshop on Immersive Mixed and Virtual Environment Systems (MMVE ), Amherst, MA, USA, June 2019.
Learning anisotropic filters on product graphs
Clément Vignac and Pascal Frossard
Proceedings of the ICLR Workshop on Representation Learning on Graphs and Manifolds, New Orleans, USA, May 2019
Stochastic Gradient Descent for Spectral Embedding with Implicit Orthogonality Constraint
Mireille El Gheche, Giovanni Chierchia and Pascal Frossard
Proceedings of IEEE ICASSP, Brighton, UK, May 2019.
Universal Adversarial Attacks on Text Classifiers
Melika Behjati, Seyed-Mohsen Moosavi-Dezfooli, Mahdieh Soleymani Baghshah, Pascal Frossard
Proceedings of IEEE ICASSP, Brighton, UK, May 2019.
Automatic Segmentation of Nuclei in Histopathology Images using Encoding-Decoding Convolutional Neural Networks
Deniz Sayin Mercadie, Beril Besbinar and Pascal Frossard
Proceedings of IEEE ICASSP, Brighton, UK, May 2019.
Spherical Clustering of Users Navigating 360 Content
Silvia Rossi, Francesca De Simone, Pascal Frossard and Laura Toni
Proceedings of IEEE ICASSP, Brighton, UK, May 2019.
Kernel Regression for Graph Signal Prediction in Presence of Sparse Noise
Arun Venkitaraman, Pascal Frossard and Saikat Chatterjee
Proceedings of IEEE ICASSP, Brighton, UK, May 2019.
Graph Signal Representation with Wasserstein Barycenters
Effrosyni Simou and Pascal Frossard
Proceedings of IEEE ICASSP, Brighton, UK, May 2019.
Optimized Quantization in Distributed Graph Signal Processing
Isabela Cunha Maia Nobre and Pascal Frossard
Proceedings of IEEE ICASSP, Brighton, UK, May 2019.
Graph Heat Mixture model learning
Hermina Petric Maretic, Mireille El Gheche and Pascal Frossard
Proceedings of Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, October 2018.
Bulged Eardrum Detection from 3D Data
Manuel Martinello, Leonidas Spinoulas, Sofia Karygianni, Pascal Frossard, Mary Anne Haralam, Timothy Shope, Nader Shaikh, Alejandro Hoberman, Ivana Tosic
Proceedings of IEEE ICIP, Athens, Greece, October 2018.
Automated Eardrum Registration from Light-Field Data
Sofia Karygianni, Manuel Martinello, Leonidas Spinoulas, Pascal Frossard and Ivana Tosic
Proceedings of IEEE ICIP, Athens, Greece, October 2018.
A Nonsmooth Graph-Based Approach to Light Field Super-Resolution
Mattia Rossi, Mireille El Gheche and Pascal Frossard
Proceedings of IEEE ICIP, Athens, Greece, October 2018.
A Novel Method for Sampling Bandlimited Graph Signals
Dion Eustathios Olivier Tzamarias, Pinar Akyazi and Pascal Frossard
Proceedings of EUSIPCO, Rome, Italy, August 2018.
Rate Distortion Optimized Graph Partitioning for Omnidirectional Image Coding
Mira Rizkallah, Francesca De Simone, Thomas Maugey, Christine Guillemot and Pascal Frossard
Proceedings of EUSIPCO, Rome, Italy, August 2018. (Best Student Paper Award)
Spectral MAB for A Priori Unknown Graph Processes
Laura Toni and Pascal Frossard
Proceedings of EUSIPCO, Rome, Italy, August 2018.
Graph-Based Inpainting of Disocclusion Holes for Zooming in 3D Scenes
Pinar Akyazi and Pascal Frossard
Proceedings of EUSIPCO, Rome, Italy, August 2018.
A graph learning approach for light field image compression
Irene Viola, Hermina Petric Maretic, Pascal Frossard and Touradj Ebrahimi
Proceedings of SPIE Applications of Digital Image Processing XLI, San Diego, CA, USA, August 2018.
Online Graph Learning from Sequential Data
Stefan Vlaski, Hermina P. Maretic, Roula Nassif, Pascal Frossard and Ali H. Sayed
Invited paper, Proceedings of the IEEE Data Science Workshop, Lausanne, Switzerland, June 2018.
A Bayesian Bandit Approach to Adaptive Delay-based Congestion Control
Stefano d’Aronco and Pascal Frossard
Proceedings of the Packet Video Workshop, Amsterdam, June 2018.
Dynamic Adaptive Streaming for Multi-Viewpoint Omnidirectional Videos
Xavier Corbillon, Francesca de Simone, Gwendal Simon and Pascal Frossard
Proceedings of ACM MMSys, Amsterdam, June 2018. (Best Paper Award)
Geometric robustness of deep networks: analysis and improvement
Can Kanbak, Seyed-Mohsen Moosavi-Dezfooli and Pascal Frossard
Proceedings of IEEE CVPR, Salt Lake City, UT, USA, June 2018.
Empirical study of the topology and geometry of deep networks
Alhussein Fawzi, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard and Stefano Soatto
Proceedings of IEEE CVPR, Salt Lake City, UT, USA, June 2018.
Robustness of Classifiers to Universal Perturbations: A Geometric Perspective
Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Omar Fawzi, Pascal Frossard and Stefano Soatto
Proceedings of ICLR, Vancouver, Canada, May 2018.
Adaptive Quantization for Deep Neural Network
Yiren Zhou, Seyed-Mohsen Moosavi-Dezfoolim, Ngai-Man Cheung and Pascal Frossard
Proceedings of AAAI, New Orleans, LA, US, February 2018.
Graph-Based Classification of Omnidirectional Images
Renata Khasanova and Pascal Frossard
Proceedings of the ICCV Workshop on Geometry Meets Deep Learning, Venice, Italy, October 2017.
Deformable block based motion estimation in omnidirectional image sequences
Francesca De Simone, Pascal Frossard, Neil Birkbeck, Paul Wilkins, Balu Adsumilli
Proceedings of IEEE MMSP, London, UK, October 2017.
Graph-Based Light Field Super-Resolution
Mattia Rossi and Pascal Frossard
Proceedings of IEEE MMSP, London, UK, October 2017.
Reinforcement Learning-Based Opportunistic Routing for Live Video Streaming over Multi-Hop Wireless Networks
Kexin Tang, Chenglin Li, Hongkai Xiong, Junni Zou and Pascal Frossard
Proceedings of IEEE MMSP, London, UK, October 2017.
Optimizing Landmark Insertions for Interactive Light Field Streaming
Yuan Yuan, Gene Cheung and Pascal Frossard
Proceedings of IEEE ICIP, Beijing, China, September 2017.
Optimal Decentralized Coded Caching for Heterogeneous Files
Han Cheng, Chenglin Li, Hongkai Xiong, and Pascal Frossard
Proceedings of EUSIPCO, Kos Island, Greece, August 2017.
Graph-Based Interpolation for Zooming in 3D Scenes
Pinar Akyazi and Pascal Frossard
Proceedings of EUSIPCO, Kos Island, Greece, August 2017.
Graph-based Isometry Invariant Representation Learning
Renata Khasanova and Pascal Frossard
Proceedings of ICML, Sydney, Australia, August 2017.
Universal adversarial perturbations
Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Omar Fawzi and Pascal Frossard
Proceedings of IEEE CVPR, pp.86-94, Honolulu, Hawai, July 2017.
Learning sparse models of diffusive graph signals
Shuyu Dong, Dorina Thanou, P.-A. Absil and Pascal Frossard
Proceedings of ESANN, Bruges, Belgium, April 2017.
Optimized Receiver Control in Interactive Multiview Video Streaming Systems
Xue Zhang, Laura Toni, Pascal Frossard, Yao Zhao and Chunyu Lin
Proceedings of IEEE ICC, Paris, France, May 2017.
Finite Length Performance of Random MAC Strategies
Konstantinos Dovelos, Laura Toni and Pascal Frossard
Proceedings of IEEE ICC, Paris, France, May 2017.
Graph Learning under Sparsity Priors
Hermina Petric Maretic, Dorina Thanou and Pascal Frossard
Proceedings of IEEE ICASSP, New Orleans, USA, March 2017.
Learning time varying graphs
Vassilis Kalofolias, Andreas Loukas, Dorina Thanou and Pascal Frossard
Proceedings of IEEE ICASSP, New Orleans, USA, March 2017.
Robustness of classifiers to random and semi-random noise
Alhussein Fawzi, Seyed-Mohsen Moosavi-Dezfooli and Pascal Frossard
Proceedings of NIPS, Barcelona, December 2016.
Geometry-driven quantization for omnidirectional image coding
Francesca De Simone, Paul Wilkins, Neil Birkbeck, Anil Kokaram and Pascal Frossard
Proceedings of PCS, Nuremberg, Germany, December 2016.
Graph Transform Learning for Image Compression
Giulia Fracastoro, Dorina Thanou and Pascal Frossard
Proceedings of PCS, Nuremberg, Germany, December 2016. (Best Paper Award)
Multi-modal image retrieval with random walk on multi-layer graphs
Renata Khasanova, Xiaowen Dong and Pascal Frossard
Proceedings of IEEE ISM, San Jose, CA, USA, December 2016.
Price-based Controller for Quality-Fair HTTP Adaptive Streaming
Stefano D’Aronco, Laura Toni and Pascal Frossard
Proceedings of IEEE ISM, San Jose, CA, USA, December 2016. (Best Paper Award)
Complexity Constrained Representation Selection for Dynamic Adaptive Streaming
Chenglin Li, Laura Toni, Pascal Frossard, Hongkai Xiong and Junni Zou
Proceedings of VCIP, Chengdu, China, November 2016.
Measuring the effect of nuisance variables on classifiers
Alhussein Fawzi and Pascal Frossard
Proceedings of BMVC, York, UK, September 2016.
Adaptive Data Augmentation for Image Classification
Alhussein Fawzi, Horst Samulowitz, Deepak Turaga and Pascal Frossard
Proceedings of IEEE ICIP, Phoenix, Arizona, September 2016.
Learning from Sparse Codes
Sofia Karygianni and Pascal Frossard
Proceedings of IEEE ICIP, Phoenix, Arizona, September 2016.
Image Inpainting through Neural Networks Hallucinations
Alhussein Fawzi, Horst Samulowitz, Deepak Turaga and Pascal Frossard
Proceedings of IEEE IVMSP, Bordeaux, France, July 2016.
DeepFool: a simple and accurate method to fool deep neural networks
Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi and Pascal Frossard
Proceedings of IEEE CVPR, Las Vegas, Nevada, June 2016. Code
Distributed Wireless Video Caching Placement for Dynamic Adaptive Streaming
Chenglin Li, Pascal Frossard, Hongkai Xiong and Junni Zou
Proceedings of ACM NOSSDAV, Klagenfurt, Austria, May 2016.
A Comparative Study of DASH Representation Sets Using Real User Characteristics
Christian Kreuzberger, Benjamin Rainer, Hermann Hellwacher, Laura Toni and Pascal Frossard
Proceedings of ACM NOSSDAV, Klagenfurt, Austria, May 2016.
Distributed Rate Allocation in Switch-Based Multiparty Videoconference
Stefano D’Aronco, Sergio Mena and Pascal Frossard
Proceedings of ACM MMSys, Klagenfurt, Austria, May 2016. (Best Paper Award)
Online Learning Adaptation Strategy for DASH Clients
Federico Chiariotti, Stefano D’Aronco, Laura Toni and Pascal Frossard
Proceedings of ACM MMSys, Klagenfurt, Austria, May 2016.
Graph-Based Representation and Coding of Multiview Images
Bénédicte Motz, Gene Cheung, Pascal Frossard
Proceedings of IEEE ICASSP, Shanghai, March 2016.
Re-sampling and Interpolation of DIBR-synthesized Images using Graph-signal Smoothness Prior
Bénédicte Motz, Gene Cheung, Antonio Ortega, Pascal Frossard
Proceedings of APSIPA ASC, Hong Kong, December 2015.
Contour Approximation and Depth Image Coding for Virtual View Synthesis
Yuan Yuan, Gene Cheung, Pascal Frossard, Patrick Le Callet, Vicky H. Zhao
Proceedings of IEEE MMSP, Xiamen, China, October 2015.
Distributed Signal Processing with Graph Spectral Dictionaries
Dorina Thanou and Pascal Frossard
Invited paper, Proceedings of the 53rd Annual Allerton Conference on Communication, Control, and Computing, UIUC, IL, USA, October 2015.
In-network View Re-Sampling for Interactive Free Viewpoint Video Streaming
Laura Toni, Gene Cheung and Pascal Frossard
Proceedings of IEEE ICIP, Quebec City, Canada, September 2015.
Guided Inpainting with Cluster-based Auxiliary Information
Thomas Maugey, Pascal Frossard and Christine Guillemot
Proceedings of IEEE ICIP, Quebec City, Canada, September 2015.
Graph-based motion estimation and compensation for dynamic 3D point cloud compression
Dorina Thanou, Phil Chou and Pascal Frossard
Proceedings of IEEE ICIP, Quebec City, Canada, September 2015. (Top 10% Paper Award)
Manitest: Are classifiers really invariant?
Alhussein Fawzi and Pascal Frossard
Proceedings of BMVC 2015, Swansea, UK, September 2015..
Fundamental limits on adversarial robustness
Alhussein Fawzi, Omar Fawzi and Pascal Frossard
Proceedings of ICML, Workshop on Deep Learning, Lille, France, July 2015.
Multi-task additive models with shared transfer functions based on dictionary learning
Alhussein Fawzi, Mathieu Sinn and Pascal Frossard
Proceedings of ICML, Workshop on Demand Forecasting and Machine Learning, Lille, France, July 2015.
Laplacian Matrix Learning for Smooth Graph Signal Representation
Xiaowen Dong, Dorina Thanou, Pascal Frossard and Pierre Vandergheynst
Proceedings of IEEE ICASSP, Brisbane, Australia, April 2015.
Multi-Graph Learning of Spectral Graph Dictionaries
Dorina Thanou and Pascal Frossard
Proceedings of IEEE ICASSP, Brisbane, Australia, April 2015. (Best Student Paper Award)
A Performance Study of the Tangent Distance Method in Transformation-Invariant Image Classification
Elif Vural and Pascal Frossard
Invited paper, Proceedings of IEEE ICASSP, Brisbane, Australia, April 2015.
Key view selection in distributed multiview coding
Thomas Maugey, Giovanni Petrazzuoli, Pascal Frossard, Marco Cagnazzo and Béatrice Pesquet-Popescu
Proceedings of IEEE VCIP, Valetta, Malta, December 2014.
Packet Scheduling in Multicamera Capture Systems
Laura Toni, Thomas Maugey and Pascal Frossard
Proceedings of IEEE VCIP, Valetta, Malta, December 2014.
Multiview Video Representations for Quality-Scalable Navigation
Ana de Abreu, Laura Toni, Thomas Maugey, Nikolaos Thomos, Pascal Frossard and Fernando Pereira
Proceedings of IEEE VCIP, Valetta, Malta, December 2014.
Luminance coding in graph-based representation of multiview images
Thomas Maugey, Yung-Hsuan Chao, Akshay Gadde, Antonio Ortega and Pascal Frossard
Proceedings of IEEE ICIP, Paris, France, October 2014.
Dictionary learning for efficient classification based on soft-thresholding
Alhussein Fawzi, Mike Davies and Pascal Frossard
Proceedings of iTWIST, Namur, Belgium, August 2014.
3D Geometry Representation using Multiview Coding of Image Tiles
Yu Gao, Gene Cheung, Thomas Maugey, Pascal Frossard and Jie Liang
Proceedings of IEEE ICASSP, Florence, May 2014.
Transformation-invariant dictionary learning for classification with 1-sparse representations
Ahmet Yuzuguler, Elif Vural and Pascal Frossard
Proceedings of IEEE ICASSP, Florence, May 2014.
Structured sparse coding for image denoising or pattern detection
Sofia Karygianni and Pascal Frossard
Proceedings of IEEE ICASSP, Florence, May 2014.
Network Coding: Overcome All-or-Nothing Problem in Finite Fields
Minhae Kwon, Hyunggon Park and Pascal Frossard
Proceedings of IEEE WCNC, Istanbul, Turkey, April 2014.
Optimal Set of Video Representations in Adaptive Streaming
Laura Toni, Ramon Aparicio-Pardo, Gwendal Simon, Alberto Blanc and Pascal Frossard
Proceedings of ACM Multimedia Systems, Singapore, March 2014.
Fast MVC Prediction Structure Selection for Interactive Multiview Video Streaming
Ana de Abreu, Pascal Frossard and Fernando Pereira
Proceedings of PCS, San Jose, CA, USA, December 2013.
Clustering on Multi-Layer Graphs via Subspace Analysis on Grassmann Manifolds
Xiaowen Dong, Pascal Frossard, Pierre Vandergheynst and Nikolai Nefedov
Invited paper, Proceedings of IEEE GlobalSIP, Austin, TX, December 2013.
Parametric Dictionary Learning for Graph Signals
Dorina Thanou, David I Shuman and Pascal Frossard
Invited paper, Proceedings of IEEE GlobalSIP, Austin, TX, December 2013.
Graph-Based vs Depth-Based Data Representation for Multiview Images
Thomas Maugey, Antonio Ortega and Pascal Frossard
Invited paper, Proceedings of the Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, November 2013.
Classification of unions of subspaces with sparse representations
Alhussein Fawzi and Pascal Frossard
Invited paper, Proceedings of the Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, November 2013.
Interactive Free Viewpoint Video Streaming Using Prioritized Network Coding
Laura Toni, Nikolaos Thomos and Pascal Frossard
Proceedings of IEEE MMSP, Pula (Sardinia), Italy, October 2013. (Top 10% Paper Award)
Seismic Deblending by Sparse Inversion Over Dictionary Learning
Yanhui Zhou, Wenchao Chen, Jinghuai Gao and Pascal Frossard
Proceedings of SEG Annual Meeting, Houston, Texas, September 2013.
Nouvelle représentation de données pour les schémas de transmission vidéo à navigation interactive
Thomas Maugey and Pascal Frossard
Proceedings of GRETSI, Brest, France, September 2013.
Analysis of Hierarchical Image Alignment with Descent Methods
Elif Vural and Pascal Frossard
Proceedings of SAMPTA, Bremen, Germany, July 2013.
Tangent space estimation bounds for smooth manifolds
Hemant Tyagi, Elif Vural and Pascal Frossard
Proceedings of SAMPTA, Bremen, Germany, July 2013.
A Geometric Framework for Registration of Sparse Images
Alhussein Fawzi and Pascal Frossard
Proceedings of SPARS, Lausanne, Switzerland, July 2013.
Multiview image coding using graph-based approach
Thomas Maugey, Antonio Ortega and Pascal Frossard
Proceedings of IEEE IVMSP, Seoul, Korea, June 2013.
Performance Bounds for Sensor Data Gathering by Coding in Finite Fields
Tamara Tosic and Pascal Frossard
Proceedings of IEEE ICASSP, Vancouver, BC, Canada, May 2013.
Inference of Mobility Patterns via Spectral Graph Wavelets
Xiaowen Dong, Antonio Ortega, Pascal Frossard and Pierre Vandergheynst
Proceedings of IEEE ICASSP, Vancouver, BC, Canada, May 2013.
Graph-based Representation and Coding of Multiview Geometry
Thomas Maugey, Antonio Ortega and Pascal Frossard
Proceedings of IEEE ICASSP, Vancouver, BC, Canada, May 2013.
A Geometric Framework for Registration of Sparse Images
Alhussein Fawzi and Pascal Frossard
Proceedings of IEEE ICASSP, Vancouver, BC, Canada, May 2013.
R-D Optimized Auxiliary Information for Inpainting-based View Synthesis
Ismael Daribo, Gene Cheung, Thomas Maugey and Pascal Frossard
Proceedings of 3DTV Conference, Zurich, Switzerland, November 2012.
Plenoptic Spherical Sampling
Luigi Bagnato, Pascal Frossard and Pierre Vandergheynst
Proceedings of IEEE ICIP, Orlando, FL, USA, September 2012.
Consistent view synthesis in interactive multiview imaging
Thomas Maugey, Pascal Frossard and Gene Cheung
Proceedings of IEEE ICIP, Orlando, FL, USA, September 2012.
Learning Pattern Transformation Manifolds for Classification
Elif Vural and Pascal Frossard
Proceedings of IEEE ICIP, Orlando, FL, USA, September 2012.
Joint Reconstruction of Correlated Images From Compressed Images
Vijayaraghavan Thirumalai and Pascal Frossard
Invited paper, Proceedings of EUSIPCO, Bucharest, Romania, August 2012.
Improved Approximate Decoding based on Position Information Matrix
Minhae Kwon, Hyunggon Park and Pascal Frossard
Proceedings of IEEE ISCC, Cappadocia, Turkey, July 2012.
Correlation-Aware Reconstruction of Network Coded Sources
Eirina Bourtsoulatze, Nikolaos Thomos, and Pascal Frossard
Proceedings of NETCOD, Cambridge, MA, USA, June 2012.
Correlation-Aware Packet Scheduling for Multi-Camera Streaming
Laura Toni, Thomas Maugey and Pascal Frossard
Proceedings of Packet Video Workshop, Munich, Germany, May 2012.
Distributed rate allocation with intersession network coding
Eirina Bourtsoulatze, Nikolaos Thomos and Pascal Frossard
Proceedings of Packet Video Workshop, Munich, Germany, May 2012. (Best Student Paper Award)
Near-Optimal Content Replication for Interactive Multiview Video Streaming
Huan Huang, Gary Chan, Gene Cheung and Pascal Frossard
Proceedings of Packet Video Workshop, Munich, Germany, May 2012.
Low-Complexity Disparity Estimation for Multiview Video Coding
Shadan Khattak, Raouf Hamzaoui, Shakeel Ahmad and Pascal Frossard
Proceedings of PCS, Krakow, Poland, May 2012.
Low Complexity Iterative Multimedia Resource Allocation based on Game Theoretic Approach
Eunji Kim, Hyunggon Park and Pascal Frossard
Proceedings of IEEE ISCAS, Seoul, Korea, May 2012.
EXIT Chart-based Side Information Refinement for Wyner-Ziv Video Coding
Wen Ji, Pascal Frossard and Yiqiang Chen
Proceedings of IEEE DCC, Snowbird, UT, USA, March 2012.
Progressive Quantization in Distributed Average Consensus
Dorina Thanou, Efrrosyni Kokiopoulou and Pascal Frossard
Proceedings of IEEE ICASSP, Kyoto, Japan, March 2012.
Learning of Structured Graph Dictionaries
Xuan Zhang, Xiaowen Dong and Pascal Frossard
Proceedings of IEEE ICASSP, Kyoto, Japan, March 2012.
Thresolding-based Reconstruction of Compressed Correlated Signals
Alhussein Fawzi, Tamara Tosic and Pascal Frossard
Proceedings of IEEE ICASSP, Kyoto, Japan, March 2012.
Distributed Group Testing Detection for Sensor Networks
Tamara Tosic and Pascal Frossard
Proceedings of IEEE ICASSP, Kyoto, Japan, March 2012.
Coding and Caching Co-Design for Interactive Multiview Video Streaming
Huan Huang, Bo Zhang, S.-H. Gary Chan, Gene Cheung and Pascal Frossard
Proceedings of IEEE INFOCOM, Orlando, Florida, March 2012.
ICon: Interference Concentration for Uplink in MultiCell OFDMA Networks
Dorna Bandari, Greg Pottie and Pascal Frossard
Proceedings of IEEE WiMob, Shanghai, China, October 2011.
Sparse stereo image coding with learned dictionaries
Dimitri Palaz, Ivana Tosic and Pascal Frossard
Proceedings of IEEE ICIP, Bruxelles, Belgium, September 2011.
Interactive multiview video system with low decoding complexity
Thomas Maugey and Pascal Frossard
Invited paper, Proceedings of IEEE ICIP, Bruxelles, Belgium, September 2011.
Image Reconstruction from Compressed Linear Measurements with Side Information
Vijayaraghavan Thirumalai and Pascal Frossard
Proceedings of IEEE ICIP, Bruxelles, Belgium, September 2011.
Alignment of uncalibrated images for multi-view classification
Sercan Arik, Elif Vural and Pascal Frossard
Proceedings of IEEE ICIP, Bruxelles, Belgium, September 2011.
Codage vidéo multi-vue pour une vision interactive au récepteur
Thomas Maugey and Pascal Frossard
Proceedings of GRETSI, Bordeaux, France, September 2011.
Degree Distribution Optimization in Raptor Network Coding
Nikolaos Thomos and Pascal Frossard
Proceedings of IEEE ISIT, St-Petersburg, Russia, August 2011.
P2P Video Streaming with Inter-Session Network Coding
Jonnahtan Saltarin, Nikolaos Thomos, Eirina Bourtsoulatze and Pascal Frossard
Proceedings of StreamComm Workshop, IEEE ICME, June-July 2011.
Scalable Video Dissemination with Prioritized Network Coding
Eymen Kurdoglu, Nikolaos Thomos and Pascal Frossard
Proceedings of StreamComm Workshop, IEEE ICME, June-July 2011.
Methods for Clustering Multi-layer Graphs in Mobile Networks
Xiaowen Dong, Pascal Frossard, Pierre Vandergheynst and Nikolai Nefedov
Presentation at WIDS, Cambridge, USA, May-June 2011. (No proceedings)
Chebyshev Polynomial Approximation for Distributed Signal Processing
David I Shuman, Pierre Vandergheynst and Pascal Frossard
Proceedings of IEEE DCOSS, Barcelona, Spain, June 2011.
Learning pattern transformation manifold with parametric atom selection
Elif Vural and Pascal Frossard
Invited paper, Proceedings of SAMPTA, Singapore, May 2011.
Rate-distortion analysis in a dispariy compensated image coding scheme
Valentina Davidoiu, Thomas Maugey, Béatrice Pesquet-Popescu and Pascal Frossard
Proceedings of IEEE ICASSP, Prague, Czech Republic, May 2011.
A regularization framework for mobile social network analysis
Xiaowen Dong, Pascal Frossard, Pierre Vandergheynst and Nikolai Nefedov
Proceedings of IEEE ICASSP, Prague, Czech Republic, May 2011.
Linear manifold approximation with difference of tangents criteria
Sofia Karygianni and Pascal Frossard
Proceedings of IEEE ICASSP, Prague, Czech Republic, May 2011.
Compressed classification of observation sets with linear subspace embeddings
Dorina Thanou and Pascal Frossard
Proceedings of IEEE ICASSP, Prague, Czech Republic, May 2011.
Approximation of pattern transformation manifolds with parametric dictionaries
Elif Vural and Pascal Frossard
Proceedings of IEEE ICASSP, Prague, Czech Republic, May 2011.
Dense disparity estimation from linear measurements
Vijayaraghavan Thirumalai and Pascal Frossard
Proceedings of IEEE ICASSP, Prague, Czech Republic, May 2011.
An Adaptive Cross layer Resource Allocation Scheme for Correlated Wireless Video Sources
Dorna Bandari, Pascal Frossard and Greg Pottie
Proceedings of IEEE WCNC 2011, Cancun, Mexico, March 2011.
On the curvature of pattern transformation manifolds: Numerical estimation and applications
Effrosyni Kokiopoulou, Daniel Kressner and Pascal Frossard
Proceedings of AAAI Symposium on Manifold Learning, Arlington, VA, USA, November 2010.
An Improved Foresighted Resource Reciprocation Strategy for Multimedia Streaming Applications
Ester Gutierrez, Hyunggon Park and Pascal Frossard
Proceedings of IEEE MMSP, Saint-Malo, France, October 2010.
Polynomial filter design for quantized consensus
Dorina Thanou, Hyunggon Park, Effrosyni Kokiopoulou and Pascal Frossard
Proceedings of EUSIPCO 2010, Aalborg, Denmark, August 2010.
Transmission of Correlated Information Sources with Network Coding
Hyunggon Park, Nikolaos Thomos and Pascal Frossard
Proceedings of EUSIPCO 2010, Aalborg, Denmark, August 2010.
Joint reconstruction of correlated images from compressed linear measurements
Vijayaraghavan Thirumalai and Pascal Frossard
invited paper, Proceedings of EUSIPCO 2010, Aalborg, Denmark, August 2010.
Sampling-aware polar descriptors on the sphere
Zafer Arican and Pascal Frossard
Proceedings of IEEE ICIP, Hong Kong, September 2010.
MVMP: Multi-View Matching Pursuit with geometry constraints
Ivana Tosic, Antonio Ortega and Pascal Frossard
Proceedings of IEEE ICIP, Hong Kong, September 2010.
A non-stationary hidden Markov model for multiview video traffic
Lorenzo Rossi, Jacob Chakareski and Pascal Frossard
Proceedings of IEEE ICIP, Hong Kong, September 2010.
Curvature analysis of pattern transformation manifolds
Elif Vural and Pascal Frossard
Proceedings of IEEE ICIP, Hong Kong, September 2010.
Plenoptic based super-resolution for omnidirectional image sequences
Luigi Bagnato, Yannick Boursier, Pascal Frossard and Pierre Vandergheynst
Proceedings of IEEE ICIP, Hong Kong, September 2010.
Multi-stream partitioning and parity rate allocation of scalable video content for efficient IPTV delivery
Jacob Chakareski and Pascal Frossard
Proceedings of IEEE ICIP, Hong Kong, September 2010.
Joint decoding of stereo JPEG images pairs
Markus Schenkel, Chong Luo, Pascal Frossard and Feng Wu
Proceedings of IEEE ICIP, Hong Kong, September 2010.
omniSIFT: scale invariant features in omnidirectional images
Zafer Arican and Pascal Frossard
Proceedings of IEEE ICIP, Hong Kong, September 2010.
Distributed classification of multiple obervations by consensus
Effrosyni Kokiopoulou and Pascal Frossard
Proceedings of IEEE ICIP, Hong Kong, September 2010.
Compressed Sensing Based Video Multicast
Markus Schenkel, Feng Wu, Chong Luo and Pascal Frossard
Proceedings of SPIE VCIP, Huang Shan, An Hui, China, July 2010.
Popularity-Aware Rate Allocation in Multi-view Video Coding
Attilio Fiandrotti, Jacob Chakareski and Pascal Frossard
Proceedings of SPIE VCIP, Huang Shan, An Hui, China, July 2010.
Network coding node placement for delay minimization in streaming overlays
Nicolae Cleju, Nikolaos Thomos and Pascal Frossard
Proceedings of IEEE ICC, Cape Town, South Africa, May 2010.
Client clustering and joint multistream FEC rate allocation in IPTV systems
Jacob Chakareski and Pascal Frossard
Proceedings of IEEE ICC, Cape Town, South Africa, May 2010.
Context-adaptive information flow allocation and media delivery in online social networks
Jacob Chakareski and Pascal Frossard
Proceedings of IEEE ICASSP, THEMES workshop, Dallas, TX, March 2010.
Ultrasound tomography image reconstruction with learned dictionaries
Ivana Tosic, Ivana Jovanovic, Pascal Frossard, Martin Vetterli and Neb Duric
Proceedings of IEEE ICASSP, Dallas, TX, March 2010.
NC Node Selection Game in Collaborative Streaming Systems
Nikolaos Thomos, Hyunggon Park, Eymen Kurdoglu and Pascal Frossard
Invited paper, Proceedings of IEEE ICASSP, Dallas, TX, March 2010.
Graph-based regularization for spherical signal interpolation
Tamara Tosic and Pascal Frossard
Proceedings of IEEE ICASSP, Dallas, TX, March 2010.
Motion estimation from compressed linear measurements
Vijayaraghavan Thirumalai and Pascal Frossard
Proceedings of IEEE ICASSP, Dallas, TX, March 2010.
Distance-based discretization of parametric signal manifolds
Elif Vural and Pascal Frossard
Proceedings of IEEE ICASSP, Dallas, TX, March 2010.
Learning of stereo visual dictionaries
Ivana Tosic and Pascal Frossard
Invited paper, Proceedings of APSIPA, Sapporo, Japan, October 2009.
Distributed coding in camera networks with learnt dictionaries
Ivana Tosic and Pascal Frossard
Invited paper, Proceedings of Mobimedia, London, UK, September 2009.
Optical flow and depth from motion for omnidirectional images using a TV-L1 variational framework on graphs
Luigi Bagnato, Pascal Frossard and Pierre Vandergheynst
Invited paper, Proceedings of IEEE ICIP, Cairo, Egypt, November 2009.
TV-regularized generation of planar images from omnicams
Yannick Boursier, Laurent Jacques, Didier Raboud, Pascal Frossard, Jalal Fadili and Pierre Vandergheynst
Proceedings of IEEE ICIP, Cairo, Egypt, November 2009.
Optimal image alignment with random measurements
Effrosyni Kokiopoulou, Daniel Kressner and Pascal Frossard
Proceedings of EUSIPCO, Glasgow, UK, August 2009.
Conditions for recovery of sparse signals correlated by local transforms
Ivana Tosic and Pascal Frossard
Proceedings of IEEE ISIT, Seoul, Korea, July 2009.
Video face recognition with graph-based semi-supervised learning
Effrosyni Kokiopoulou and Pascal Frossard
Invited paper, Proceedings of IEEE ICME, New York City, NY, USA, July 2009.
An overview of network coding for multimedia streaming
Enrico Magli and Pascal Frossard
Invited paper, Proceedings of IEEE ICME, New York City, NY, USA, July 2009.
Randomized network coding for UEP video delivery in overlay networks
Nikolaos Thomos, Jacob Chakareski and Pascal Frossard
Proceedings of IEEE ICME, New York City, NY, USA, July 2009.
Nonparametric Least Squares Regression for Image Reconstruction on the Sphere
Tamara Tosic, Ivana Tosic and Pascal Frossard
Proceedings of PCS, Chicago, IL, USA, May 2009.
Low bit-rate compression of omnidirectional images
Ivana Tosic and Pascal Frossard
Proceedings of PCS, Chicago, IL, USA, May 2009.
Bit rate allocation for disparity estimation from compressed images
Vijayaraghavan Thirumalai and Pascal Frossard
Proceedings of PCS, Chicago, IL, USA, May 2009.
Delay-based overlay construction in p2p video broadcasting
Jacob Chakareski and Pascal Frossard
Proceedings of IEEE ICASSP, Taipei, Taiwan, April 2009.
l1 regularized super-resolution from unregistered omnidirectional images
Zafer Arican and Pascal Frossard
Proceedings of IEEE ICASSP, Taipei, Taiwan, April 2009.
Joint reconstruction of compressed multi-view images
Xu Chen and Pascal Frossard
Proceedings of IEEE ICASSP, Taipei, Taiwan, April 2009.
Layer thickness in congestion-controlled scalable video
Jean-Paul Wagner and Pascal Frossard
Proceedings of SPIE MMCN, San Jose, CA, USA, January 2009.
Utility-based packet scheduling in p2p mesh-based multicasting
Jacob Chakareski and Pascal Frossard
Proceedings of SPIE VCIP, San Jose, CA, USA, January 2009.
Graph-based Classification for Multiple Observations of Transformed Patterns
Effrosyni Kokiopoulou, Stefanos Pirillos and Pascal Frossard
Proceedings of ICPR, Tampa, Florida, USA, December 2008.
3D Face Recognition using Sparse Spherical Representations
Roser Sala Llonch, Effrosyni Kokiopoulou, Ivana Tosic and Pascal Frossard
Proceedings of ICPR, Tampa, Florida, USA, December 2008.
Super-resolution from unregistered omnidirectional images
Zafer Arican and Pascal Frossard
Proceedings of ICPR, Tampa, Florida, USA, December 2008. (Best Student Paper Award)
Geometry-based distributed coding of multi-view omnidirectional images
ivana Tosic and Pascal Frossard
Proceedings of IEEE ICIP, San Diego, USA, October 2008.
Error control for Video Streaming with Small Data Units
Jari Korhonen and Pascal Frossard
Proceedings of ICST Mobimedia 2008, Oulu, Finland, July 2008. (Best Paper Award)
Optimal Polynomial Filtering for Accelerating Distributed Consensus
Effrosyni Kokiopoulou, Pascal Frossard and Dimitra Gkorou
Proceedings of IEEE ISIT, Toronto, Canada, July 2008.
Balanced Multiple Description Scalar Quantization
Ivana Radulovic and Pascal Frossard
Proceedings of IEEE ISIT, Toronto, Canada, July 2008.
Collaborative video streaming with Raptor network coding
Nikolaos Thomos and Pascal Frossard
Proceedings of IEEE ICME, Hannover, Germany, June 2008.
Sparse FEC Codes for Flexible Media Protection
Jari Korhonen and Pascal Frossard
Proceedings of IEEE ICME, Hannover, Germany, June 2008.
Fast keyword detection with sparse time-frequency models
Effrosyni Kokiopoulou, Pascal Frossard and Olivier Verscheure
Proceedings of IEEE ICME, Hannover, Germany, June 2008.
Balanced Distributed Coding of Omnidirectional Images
Vijayaraghavan Thirumalai, Ivana Tosic and Pascal Frossard
Invited paper, to be published in Proceedings of SPIE VCIP, San Jose, CA, USA, February 2008.
Raptor network video coding
Nikolaos Thomos and Pascal Frossard
Invited paper, Proceedings of the 1st ACM International Workshop on Mobile Video (in conjunction with ACM Multimedia 2007), Augsburg, Germany, September 2007.
Multiple Description H.264 Video Coding with Redundant Pictures
Ivana Radulovic, Ye-Kui Wang, Stephan Wenger, Antti Hallapuro, Miska M. Hannuksela and Pascal Frossard
Proceedings of the 1st ACM International Workshop on Mobile Video (in conjunction with ACM Multimedia 2007), Augsburg, Germany, September 2007.
Bit-error Resilient Packetization for Streaming H.264/AVC Video
Jari Korhonen and Pascal Frossard
Proceedings of the 1st ACM International Workshop on Mobile Video (in conjunction with ACM Multimedia 2007), Augsburg, Germany, September 2007.
Joint Network and Rate Allocation for Video Streaming over Multiple Wireless Networks
Dan Jurca, Wolfgang Kellerer, Eckehard Steinbach, Shoaib Khan, Srisakul Thakolsri and Pascal Frossard
Proceedings of IEEE ISM 2007, Taichung, Taiwan, December 2007.
Multiple description image coding with redundant expansions and optimal quantization
Ivana Radulovic and Pascal Frossard
Proceedings of IEEE MMSP 2007, Chania, Crete, October 2007.
Image alignment with rotation manifolds built on sparse geometric expansions
Effrosyni Kokiopoulou and Pascal Frossard
Proceedings of IEEE MMSP 2007, Chania, Crete, October 2007.
Dense Disparity Estimation from Omnidirectional Images
Zafer Arican and Pascal Frossard
Proceedings of IEEE AVSS 2007, London, UK, September 2007. (Best student paper award)
Coarse scene geometry estimation from sparse approximation of multi-view omnidirectional images
Ivana Tosic and Pascal Frossard
Invited paper, Proceedings of EUSIPCO 2007, Poznan, Poland, September 2007.
Adaptive and Robust Media Streaming over Multiple Channels with Bursty Losses
Jean-Paul Wagner and Pascal Frossard
Invited paper, Proceedings of EUSIPCO 2007, Poznan, Poland, September 2007.
Distributed coding of multiresolution omnidirectional images
Vijayaraghavan Thirumalai, Ivana Tosic and Pascal Frossard
Proceedings of IEEE ICIP, San Antonio, TX, USA, September 2007.
Wyner-Ziv coding of multi-view omnidirectional images with overcomplete decompositions
Ivana Tosic and Pascal Frossard
Invited paper, Proceedings of IEEE ICIP, San Antonio, TX, USA, September 2007.
Joint Network and Rate Allocation for Simultaneous Wireless Applications
Dan Jurca, Wolfgang Kellerer, Eckehard Steinbach, Shoaib Khan, Srisakul Thakolsri and Pascal Frossard
Proceedings of IEEE ICME, Beijing, China, July 2007, pp. 931-934.
Dimensionality Reduction with Adaptive Approximation
Effrosyni Kokiopoulou and Pascal Frossard
Proceedings of IEEE ICME, Beijing, China, July 2007, pp. 1962-1965.
Adaptive P2P Video Streaming Via Packet Labeling
Jacob Chakareski and Pascal Frossard
Procesdings of the SPIE VCIP, Jan 2007.
Finding “Who is talking to whom” in VoIP Networks via Progressive Stream Clustering
Olivier Verscheure, Michail Vlachos, Aris Anagnostopoulos, Pascal Frossard, Eric Bouillet, Philip S. Yu
Proceedings of IEEE ICDM, pp. 667-677, Hong Kong, December 2006.
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Distributed Sensing of Noisy Signals by Thresholding of Redundant Expansions
Karin Schnass, Pierre Vandergheynst and Pascal Frossard
Proceedings of IEEE MMSP, Victoria, BC, October 2006.
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Classification-Specific Feature Sampling for Face Recognition
Effrosyni Kokiopoulou and Pascal Frossard
Proceedings of IEEE MMSP, Victoria, BC, October 2006.
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Pattern Detection by Distributed Feature Extraction
Effrosyni Kokiopoulou and Pascal Frossard
Proceedings of IEEE ICIP, Atlanta, October 2006.
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Omnidirectional views selection for scene representation
Ivana Tosic and Pascal Frossard
Proceedings of IEEE ICIP, Atlanta, October 2006.
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Distributed media rate allocation for media in overlay networks
Dan Jurca and Pascal Frossard
Invited paper, Proceedings of IEEE ICME, Toronto, July 2006.
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Distributed SVM applied to image classification
Effrosyni Kokiopoulou and Pascal Frossard
Proceedings of IEEE ICME, Toronto, July 2006.
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Media Streaming with Conservative Delay on Variable Rate Channels
Dan Jurca and Pascal Frossard
Proceedings of IEEE ICME, Toronto, July 2006.
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Streaming of Scalable Video from Multiple Servers using Rateless Codes
Jean-Paul Wagner, Jacob Chakareski and Pascal Frossard
Proceedings of IEEE ICME, Toronto, July 2006.
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Distributed Streaming Via Packet Partitioning
Jacob Chakareski and Pascal Frossard
Proceedings of IEEE ICME, Toronto, July 2006.
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FST-based Reconstruction of 3D-models from Non-Uniformly Sampled Datasets
Ivana Tosic and Pascal Frossard
Proceedings of Picture Coding Symposium, Beijing, China, April 2006.
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Multiple Description Image Coding with Block-Coherent Redundant Dictionaries
Ivana Radulovic and Pascal Frossard
Proceedings of Picture Coding Symposium, Beijing, China, April 2006.
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Media-Specific Rate Allocation in Heterogeneous Wireless Networks
Dan Jurca and Pascal Frossard
Invited paper, Packet Video Workshop, Hangzhou, China, April 2006.
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Signal Processing Challenges in Distributed Stream Processing Systems
Pascal Frossard, Olivier Verscheure and Chitra Venkatramani
Invited paper, IEEE ICASSP, Toulouse, May 2006.
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Distributed Sender-Driven Video Streaming
Jacob Chakareski and Pascal Frossard
Invited paper, VCIP, San Jose, January 2006.
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Low-Complexity Adaptive Streaming via Optimized A Priori Media Pruning
Jacob Chakareski and Pascal Frossard
Proceedings of IEEE MMSP, Shanghai, November 2005.
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Distributed Coding of Spherical Images with Jointly Refined Decoding
Tammam Tillo, Barbara Penna, Pascal Frossard and Pierre Vandergheynst
Proceedings of IEEE MMSP, Shanghai, November 2005.
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Distributed Packet Scheduling of Multiple Video Streams over Shared Communication Resources
Jacob Chakareski and Pascal Frossard
Proceedings of IEEE MMSP, Shanghai, November 2005.
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Coding with temporal layers or multiple descriptions for lossy video transmission
Sila Ekmekci, Thomas Sikora and Pascal Frossard
Proceedings of VLBV 2005, Costa Rei, Sardinia, Italy, September 2005.
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Fast Distortion-Buffer Optimized Streaming of Multimedia
Anshul Sehgal, Ashish Jagmohan, Olivier Verscheure and Pascal Frossard
Proceedings of IEEE ICIP, Genoa, September 2005.
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The Virtue of Patience when Scheduling Media in Presence of Feedback
Christophe De Vleeschouwer and Pascal Frossard
Proceedings of IEEE ICIP, Genoa, September 2005.
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The M-Term Pursuit for Image Representation and Progressive Compression
Adel Rahmoune, Pierre Vandergheynst and Pascal Frossard
Proceedings of IEEE ICIP, Genoa, September 2005.
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Multiresolution Motion Estimation for Omnidirectional Images
Ivana Tosic, Iva Bogdanova, Pascal Frossard and Pierre Vandergheynst
Proceedings of EUSIPCO, Antalya, September 2005.
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Playback Delay and Buffering Optimization in Scalable Video Broadcasting
Jean-Paul Wagner and Pascal Frossard
Invited paper, Proceedings of MSAN, pp. 64-68. Orlando, Florida, June 2005.
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Media Aware Routing in Large Scale Networks with Overlay
Dan Jurca, Sanja Petrovic and Pascal Frossard
Proceedings of the IEEE ICME, Amsterdam, July 2005.
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Rate-Distortion Optimized Packet Scheduling over Bottleneck Links
Jacob Chakareski and Pascal Frossard
Proceedings of the IEEE ICME, Amsterdam, July 2005.
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Playback Delay Optimization in Scalable Video Streaming
Jean-Paul Wagner and Pascal Frossard
Proceedings of the IEEE ICME, Amsterdam, July 2005.
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Rate-Distortion Optimized Bandwidth Adaptation for Distributed Media Delivery
Jacob Chakareski and Pascal Frossard
Invited paper, Proceedings of the IEEE ICME, Amsterdam, July 2005.
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Fast Index Assignment for balanced N-Description Scalar Quantization
Ivana Radulovic and Pascal Frossard
Proceedings of IEEE DCC 2005, p. 474. Snowbird, UT, March 2005.
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Progressive low bit rate coding of simple 3D objects with Matching Pursuit
Ivana Tosic, Pascal Frossard and Pierre Vandergheynst
Proceedings of IEEE DCC 2005, p. 483. Snowbird, UT, March 2005.
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Distortion Estimation for Temporal Layered Video Coding
Sila Ekmekci, Pascal Frossard and Thomas Sikora
Proceedings of IEEE ICASSP 2005, pp. 189-192, vol. 2. Philadelphia, PA, March 2005.
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On the joint source and channel coding of atomic image streams
Pascal Frossard
Invited paper, Proceedings of the Picture Coding Symposium, December 2004, UC Davis, California.
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Scalable Motion-Adaptive Video Coding with Redundant Representations
Adel Rahmoune, Pierre Vandergheynst and Pascal Frossard
Proceedings of the Picture Coding Symposium, December 2004, UC Davis, California.
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Distortion Optimized Multipath Video Streaming
Dan Jurca and Pascal Frossard
Proceedings of the Packet Video 2004, December 2004, UC Irvine, California.
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Visual Information Processing using Redundant Dictionaries
Pierre Vandergheynst and Pascal Frossard
Invited paper, Proceedings of the Asilomar Conference on Signals, Systems, and Computers, November 2004, Pacific Grove, California.
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Distortion-Buffer Optimized Internet Multimedia Streaming
Anshul Sehgal, Olivier Verscheure and Pascal Frossard
Proceedings of the IEEE ICIP 2004, pp. 2083-2086, vol. 3. Singapore, October 2004.
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Redundant Image Representations in Security Applications
Philippe Jost, Pierre Vandergheynst and Pascal Frossard
Proceedings of the IEEE ICIP 2004, pp. 2151-2154, vol. 4. Singapore, October 2004.
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Adaptive video streaming in lossy networks: versions or layers?
Ivana Radulovic, Pascal Frossard and Olivier Verscheure
Proceedings of IEEE ICME 2004, vol.3, pp. 1915-1918, Taiwan.
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Optimal FEC Rate for Media Streaming in Active Networks
Dan Jurca and Pascal Frossard
Proceedings of IEEE ICME 2004, vol.2, pp. 1319-1322, Taiwan.
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MP3D: Highly Scalable Video Coding Scheme Based on Matching Pursuit
Adel Rahmoune, Pierre Vandergheynst and Pascal Frossard
Proceedings of IEEE ICASSP 2004, vol. 3, pp. 133-136, Montreal.
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Color Image Scalable Coding with Matching Pursuit
Rosa M. Figueras i Ventura, Pierre Vandergheynst, Pascal Frossard and Andrea Cavallaro
Proceedings of IEEE ICASSP 2004, vol. 3, pp. 53-56, Montreal.
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Securing Media for Adaptive Streaming
Chitra Venkatramani, Peter Westerink, Olivier Verscheure and Pascal Frossard
Proceedings of ACM Multimedia 2003, pp. 307-310, November 2003, Berkeley, CA, USA.
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ARMS : Adaptive Rich Media Secure Streaming
Lisa Amini, Raymond Rose, Chitra Venkatramani, Olivier Verscheure, Peter Westerink and Pascal Frossard
Proceedings of the ACM Multimedia 2003, pp. 86-87, November 2003, Berkeley, CA, USA.
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High flexibility scalable image coding
Pascal Frossard, Pierre Vandergheynst and Rosa M. Figueras i Ventura
Proceedings of the SPIE VCIP Conference, July 2003, Lugano, Switzerland.
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S-ARMS: Secure and Adaptive Rich Media Streaming
Olivier Verscheure, Pascal Frossard , Peter Westerink and Lisa Amini
2002 NextGen Wireless Applications Conference, November 19-21, 2002, IBM TJ Watson Research Center, Yorktown, NY, USA.
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Optimal Scheduling of Rich Media in a Rate-Distortion Sense
Olivier Verscheure and Pascal Frossard
Invited paper in 15th International Symposium on Mathematical Theory of Networks and Systems, pp. 1-15, August 12-16, 2002, University of Notre-Dame, IN, USA .
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Optimal Proxy Management for Multimedia Streaming in Content Distribution Networks
Chitra Venkatramani, Olivier Verscheure, Pascal Frossard and Kang-Won Lee
Proceedings of ACM NOSSDAV 2002, pp. 147-154, May 12-14, 2002, Miami Beach, FL, USA .
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New Dictionary and Fast Atom Searching Method for Matching Pursuit Representation of Displaced Frame Difference
Fulvio Moschetti, Lorenzo Granai, Pierre Vandergheynst and Pascal Frossard
Proceedings of the IEEE ICIP 2002, vol. 3, pp.685-688, September 22-25, 2002, Rochester, NY, USA.
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Evolutionary Multiresolution Matching Pursuit and its Relations with the Human Visual System
Rosa M. Figueras i Ventura, Pierre Vandergheynst and Pascal Frossard
Proceedings of the EUSIPCO 2002 Conference, vol. 2, pp. 395-398, September 3-6, 2002, Toulouse, France.
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Joint Server Scheduling and Proxy Caching for Video Delivery
Olivier Verscheure, Chitra Venkatramani, Pascal Frossard and Lisa Amini
Proceedings of the WCW 2001 Conference, Boston, June 2001.
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Adaptive Entropy-Constrained Matching Pursuit Quantization
Pierre Vandergheynst and Pascal Frossard
Proceedings of the IEEE ICIP, vol.2, pp.423-426, Thessalonikis, Greece, October 2001.
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Redundancy in Non-Orthogonal Transforms
Pascal Frossard and Pierre Vandergheynst
Proceedings of the IEEE International Symposium on Information Theory, pp. 196, Washington D.C., June 2001.
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Efficient image representation by anisotropic refinement in Matching Pursuit
Pierre Vandergheynst and Pascal Frossard
Proceedings of the IEEE ICASSP, vol. 3, pp. 1757-1760, Salt Lake City, UT, May 2001.
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Joint Smoothing and Source Rate Selection for Guaranteed Service Networks
Olivier Verscheure, Pascal Frossard and Jean-Yves Le Boudec
Proceedings of the IEEE Infocom Conference, Anchorage, Alaska, April 2001, vol.2 pp. 613-620.
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A Posteriori Quantized Matching Pursuit
Pascal Frossard and Pierre Vandergheynst
Proceedings of the IEEE Data Compression Conference, Snowbird, UT, March 2001.
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Joint Source/FEC Rate Selection for Optimal MPEG-2 Video Delivery
Pascal Frossard and Olivier Verscheure
IEEE Conference on Multimedia and Expo, NY, July 2000, vol.3, pp. 1301-1304.
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Content-based MPEG2 Structuring and Protection
Pascal Frossard and Olivier Verscheure
SPIE’s International Symposium on Voice, Video, and Data Communications, Boston, September 1999, vol. 3845, pp.350-361.
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MPEG-2 Video over Lossy Packet Networks: Adaptive MPEG-2 Information Structuring
Pascal Frossard and Olivier Verscheure
SPIE’s International Symposium on Voice, Video, and Data Communications, Boston, November 1998, vol. 3528, pp.113-123.
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Joint Impact of MPEG-2 Encoding Rate and ATM Cell Losses on Video Quality
Olivier Verscheure, Pascal Frossard and Maher Hamdi
Proceedings of IEEE GLOBECOM 98, Sidney, November 1998, vol.1, pp. 71-76.
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MPEG-2 Video Services over Packet Networks: Joint Effect of Encoding Rate and Data Loss on User-Oriented QoS
Olivier Verscheure, Pascal Frossard and Maher Hamdi
Proceedings of NOSSDAV 98, Cambridge, July 1998, pp. 257-264.
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Perceptual MPEG-2 Syntactic Information Coding: A Performance Study based on Psychophysics
Olivier Verscheure and Pascal Frossard
Proceedings of the Picture Coding Symposium, Berlin, September 1997, pp. 297-302.
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Reliable Transmission of MPEG-2 VBR Video Streams over New Network Adaptation and ATM Adaptation Layers
Xavier Garcia Adanez, Olivier Verscheure and Pascal Frossard
Proceedings of the IEEE ATM 97 Workshop, Lisboa, May 1997, pp.159-167.
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| Journal Papers | Conference Papers | Recent Preprints |
Book chapters
Graph Learning
Xiaowen Dong, Dorina Thanou, Michael Rabbat and Pascal Frossard
In Graph Spectral Image Processing, Edited by Gene Cheung and Enrico Magli, John Wiley & Sons, 2021.
Media coding for streaming in networks with source and path diversity
Nikolaos Thomos, Pascal Frossard
In Intelligent Multimedia Transmission: Techniques and Applications, Edited by Changwen Chen, Zhu Li, Shiguo Lian, November 2009.
Spherical Imaging in Omnidirectional Camera Networks
Ivana Tosic, Pascal Frossard
In Multi-Camera Networks: Concepts and Applications, Edited by H. Aghajan and Andrea Cavallaro, ISBN-13: 978-0-12-374633-7
Elsevier, May 2009.
Image coding using redundant dictionaries
Pierre Vandergheynst, Pascal Frossard
In Document and Image Compression, Edited by M. Barni, ISBN: 0849335566
CRC Press, May 2006.
| Journal Papers | Conference Papers | Recent Preprints |
Patents
Automatic eardrum registration from light field data
Sofia Karygianni, Leonidas Spinoulas, Manuel Martinello, Noah Bedard, Pascal Frossard, and Ivana Tosic
Patent no USA201715452613, 2017.
Automatic classification of eardrum shape
Leonidas Spinoulas, Sofia Karygianni, Manuel Martinello, Pascal Frossard, and Ivana Tosic
Patent no USA201715459394, 2017.
Method of providing Scalable Video Coding (SVC) video content with added media content
Jacob Chakareski, Pascal Frossard
Patent no US 20100238994 A1, July 2010.
Method and System for robust pattern matching in continuous speech
Lisa Amini, Pascal Frossard, Effrosyni Kokiopoulou, Olivier Verscheure
Patent no US2009276216, 2009.
System for very low rate face image compression
Pascal Frossard, Pierre Vandergheynst, Philippe Jost
Patent no EP1901561-A1; WO2008032278-A2; WO2008032278-A3, 2008.
Method and Apparatus for Multimedia Stream Scheduling in Resource-Constrained Environments
Pascal Frossard, Zhen Liu, Olivier Verscheure
Patent no US2004225744, November 2004.
Multiple Description Hinting and Switching for Adaptive Media Services
Lisa Amini, Pascal Frossard, Olivier Verscheure, Peter Westerink
Patent no WO2004095761, November 2004.
Methods and Apparatus for Secure and Adaptive Delivery of Multimedia Content
Lisa Amini, Pascal Frossard, Chitra Venkatramani, Olivier Verscheure, Peter Westerink
Patent no WO2004098151, November 2004.
System and method for resource-efficient method for live media streaming to heterogeneous clients
Lisa Amini, Pascal Frossard, Chitra Venkatramani, Olivier Verscheure, Peter Westerink
Patent no US2004215802, October 2004.
System and method for equal perceptual relevance packetization of data for multimedia delivery
Pascal Frossard, Pierre Vandergheynst and Olivier Verscheure
Patent no US2003103523, June 2003.
System and method for encoding three-dimensional signals using a matching pursuit algorithm
Pascal Frossard, Pierre Vandergheynst and Olivier Verscheure
Patent no US2003108101, June 2003.
Transcoding proxy and method for transcoding encoded streams
Lisa Amini, Pascal Frossard, Pierre Vandergheynst and Olivier Verscheure
Patent no US2003103563, June 2003.
| Journal Papers | Conference Papers | Recent Preprints |
Technical Reports
Collaborative P2P Streaming of Interactive Live Free Viewpoint Video
Dongni Ren, S.-H. Gary Chan, Gene Cheung, Vicky Zhao and Pascal Frossard
Technical report, arXiv:1211.4767, November 2012.
Globally optimal volume registration using DC programming
Effrosyni Kokiopoulou, Daniel Kressner, Nikos Paragios, Pascal Frossard
Research Report No. 2009-38, Seminar for Applied Mathematics, Department of Mathematics, ETH Zurich, November 2009.
A Variational Framework for Structure from Motion in Omnidirectional Image Sequences
Luigi Bagnato, Pierre Vandergheynst and Pascal Frossard
Signal Processing Laboratory Technical Report – EPFL-LTS-2009-013, November 2009.
Network Coding of Correlated Data with Approximate Decoding
Hyunggon Park, Nikolaos Thomos and Pascal Frossard
Signal Processing Laboratory Technical Report – EPFL-LTS-2009-012, November 2009.
Network coding of rateless video in streaming overlays
Nikolaos Thomos and Pascal Frossard
Signal Processing Laboratory Technical Report – EPFL-LTS-2009-011, October 2009.
P2P video broadcast with latency and utility optimization
Jacob Chakareski and Pascal Frossard
Signal Processing Laboratory Technical Report – EPFL-LTS-2009-010, October 2009.
A note on the data-driven capacity of P2P networks
Jacob Chakareski, Pascal Frossard, Hervé Kerivin, Jimmy Leblet, Gwendal Simon
Signal Processing Laboratory Technical Report – EPFL-LTS-2009-008, July 2009.
Network coding: from theory to media streaming
Nikolaos Thomos and Pascal Frossard
Signal Processing Laboratory Technical Report – TR-LTS-2009-007, June 2009.
Dense Depth Estimation from Omnidirectional Images
Zafer Arican and Pascal Frossard
Signal Processing Laboratory Technical Report – TR-LTS-2009-006, June 2009.
Dictionary learning for stereo imaging
Ivana Tosic and Pascal Frossard
Signal Processing Laboratory Technical Report – TR-LTS-2009-005, June 2009.
Media-Friendly Distributed Rate Allocation
Jean-Paul Wagner and Pascal Frossard
Signal Processing Laboratory Technical Report – TR-LTS-2008.003, March 2008.
Polynomial Filtering for Fast Convergence in Distributed Consensus
Effrosyni Kokiopoulou and Pascal Frossard
Signal Processing Laboratory Technical Report – TR-LTS-2008.005, February 2008.
Symmetric Distributed Source Coding of Stereo Omnidirectional Images
Vijayaraghavan Thirumalai, Ivana Tosic and Pascal Frossard
Signal Processing Laboratory Technical Report – TR-LTS-2008.002, January 2008.
Multiple Description Video Coding with H.264/AVC Redundant Pictures
Ivana Radulovic, Pascal Frossard, Ye-Kui Wang and Miska Hannuksela
Signal Processing Laboratory Technical Report – TR-LTS-2008.001, January 2008.
Joint Playback Delay and Buffer Optimization in Scalable Video Streaming
Jean-Paul Wagner and Pascal Frossard
Signal Processing Institute Technical Report – TR-ITS-2007.017, December 2007.
Geometry-based scene representation with distributed vision sensors
Ivana Tosic and Pascal Frossard
Signal Processing Institute Technical Report – TR-ITS-2007.011, August 2007.
Distributed Collaboration for Enhanced Sender-Driven Video Streaming
Jacob Chakareski and Pascal Frossard
Signal Processing Institute Technical Report – TR-ITS-2007.008, May 2007.
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Explicit window-based control in lossy packet networks
Christophe De Vleeschouwer and Pascal Frossard
Signal Processing Institute Technical Report – TR-ITS-2006.016, October 2006.
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Dimensionality reduction with simultaneous sparse approximations
Effrosyni Kokiopoulou and Pascal Frossard
Signal Processing Institute Technical Report – TR-ITS-2006.010, October 2006.
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Distributed Media Rate Allocation in Multipath Networks
Dan Jurca and Pascal Frossard
Signal Processing Institute Technical Report – TR-ITS-2006.009, September 2006.
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On the Dependencies of Packetized Media Schedules in a Rate-Distortion Optimized Framework
Christophe De Vleeschouwer and Pascal Frossard
Signal Processing Institute Technical Report – TR-ITS-2006.008, August 2006.
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Multiple Description Coding with Redundant Expansions and Application to Image Communication
Ivana Radulovic and Pascal Frossard
Signal Processing Institute Technical Report – TR-ITS-2006.007, August 2006.
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Media-Specific Rate Allocation in Multipath Networks
Dan Jurca and Pascal Frossard
Signal Processing Institute Technical Report – TR-ITS-2005.032, March 2006.
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The virtue of patience in low complexity scheduling of packetized media with feedback
Christophe De Vleeschouwer, Jacob Chakareski and Pascal Frossard
Signal Processing Institute Technical Report – TR-ITS-2005.022, August 2005.
Packetized Media Streaming with Comprehensive Exploitation of Feedback Information
Christophe De Vleeschouwer and Pascal Frossard
Signal Processing Institute Technical Report – TR-ITS-2005.014, June 2005.
Tree-Based Pursuit: Algorithm and Properties
Philippe Jost, Pierre Vandergheynst and Pascal Frossard
Signal Processing Institute Technical Report – TR-ITS-2005.013, May 2005.
Unequal Error Protection of Atomic Image Streams
Pascal Frossard and Pierre Vandergheynst
Signal Processing Institute Technical Report – TR-ITS-2005.007, January 2005.
Sparse Approximation Using M-Term Pursuits with Applications to Image and Video Compression
Adel Rahmoune, Pierre Vandergheynst and Pascal Frossard
Signal Processing Institute Technical Report – TR-ITS-2005.003, January 2005.
Packet Selection and Scheduling for Multipath Video Streaming
Dan Jurca and Pascal Frossard
Signal Processing Institute Technical Report – TR-ITS-2004.025, November 2004.
Flexible Motion-Adaptive Video Coding with Redundant Expansions
Adel Rahmoune, Pierre Vandergheynst and Pascal Frossard
Signal Processing Institute Technical Report – TR-ITS-2004.017, August 2004.
Tree-Based Pursuit
Philippe Jost, Pierre Vandergheynst and Pascal Frossard
Signal Processing Institute Technical Report – TR-ITS-2004.013, August 2004.
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Explicit window-based transport control protocols in lossy environments
Christophe De Vleeschouwer and Pascal Frossard
Signal Processing Institute Technical Report – TR-ITS-2004.011, May 2004.
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Sparse Approximation with Block Incoherent Dictionaries
Lorenzo Peotta, Philippe Jost, Pierre Vandergheynst and Pascal Frossard
Signal Processing Institute Technical Report – TR-ITS-2003.007, December 2003.
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MP3D: Highly Scalable Video Coding Scheme Based on Matching Pursuit
Adel Rahmoune, Pierre Vandergheynst and Pascal Frossard
Signal Processing Institute Technical Report – TR-ITS-2003.006, October 2003.
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Color Image Scalable Coding with Matching Pursuit
Rosa M. Figueras i Ventura, Pierre Vandergheynst, Pascal Frossard and Andrea Cavallaro
Signal Processing Institute Technical Report – TR-ITS-2003.005, October 2003.
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Highly flexible image coding using non-linear representations
Rosa M. Figueras i Ventura, Pierre Vandergheynst, Pascal Frossard
Signal Processing Institute Technical Report – TR-ITS-2003.002, June 2003.
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Evolutionary Multiresolution Matching Pursuit and its relations with the Human Visual System
Rosa M. Figueras i Ventura, Pierre Vandergheynst and Pascal Frossard
LTS Technical Report 01.04, Lausanne, November 2001.
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Redundancy-Driven Matching Pursuit A Posterirori Quantization
Pascal Frossard, Pierre Vandergheynst and Murat Kunt
Internal Report LTS 00.01, Lausanne, October 2000.
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Joint Source/FEC Rate Selection for Quality-Optimal MPEG-2 Video Delivery
Pascal Frossard and Olivier Verscheure
Internal Report LTS 99.04, Lausanne, October, 1999.
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AMISP: A Complete Content-Based MPEG-2 Error-Resilient Scheme
Pascal Frossard and Olivier Verscheure
Internal Report LTS 99.03, Lausanne, October, 1999.
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Adaptive MPEG-2 Information Structuring
Pascal Frossard and Olivier Verscheure
Technical Report SSC/1998/031
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Perceptual MPEG-2 Syntactic Information Coding: a Performance Study Based on Psychophysics
Olivier Verscheure and Pascal Frossard
Technical Report SSC/1997/020, 22 July 1997.
Postscript
Reliable Transmission of MPEG-2 VBR Video Streams over New Network Adaptation and ATM Adaptation Layers
Xavier Garcia Adanez, Olivier Verscheure and Pascal Frossard
Technical Report SSC/1997/024, 10 May 1997.
Postscript
Others
MSE optimization criteria: What else?
Laura Toni and Pascal Frossard
IEEE MMTC Newsletter, January 2011
Robust and Multiresolution Video Delivery: From H.26x to Matching Pursuit Based Technologies
Pascal Frossard
Swiss Federal Institute of Technology, Lausanne, Switzerland, December 2000
Abstract PDF (5 MB)