| Date and Place | Title | Authors | Conference | Laboratory | Specialisation field |
2024
Thailand | Unveiling the Art of Heading Design: A Harmonious Blend of Summarization, Neology, and Algorithm | Shaobo Cui*, Yiyang Feng*, Yisong Mao, Yifan Hou, Boi Faltings (*equal contribution) | ACL 2024 – The 62nd Annual Meeting of the Association for Computational Linguistics | Artificial Intelligence Laboratory (LIA) | Natural Language Processing – Resources and Evaluation |
2024
Austria | Going beyond Compositions, DDPMs Can Produce Zero-Shot Interpolations | Justin Deschenaux, Igor Krawczuk, Grigorios Chrysos, Volkan Cevher | ICML 2024 – The Forty-First International Conference on Machine Learning | Laboratory for Information and Inference Systems – LIONS | Machine learning, generative models |
2024
Italy | A Coq Mechanization of JavaScript Regular Expression Semantics | Noé De Santo, Aurèle Barrière, Clément Pit-Claudel | ICPF 2024, 29th ACM SIGPLAN International Conference on Functional Programming | Systems and Formalism Lab (SYSTEMF) | Functional programming |
2024
Austria | Unraveling the Key Components of OOD Generalization via Diversification | Harold Benoit, Liangze Jiang, Andrei Atanov, Oğuzhan Fatih Kar, Mattia Rigotti, Amir Zamir | ICLR 2024, The Twelfth International Conference on Learning Representations | Visual Intelligence and Learning Lab (VILAB) | Machine Learning, Robustness |
2023
New Orleans | Maximum Independent Set: Self-Training through Dynamic Programming | Lorenzo Brusca, Lars C.P.M. Quaedvlieg, Stratis Skoulakis, Grigorios Chrysos, Volkan Cevher | NeurIPS 2023 – Thirty-seventh Conference on Neural Information Processing Systems | Laboratory for Information and Inference Systems – (LIONS) | Combinatorial Optimization, Graph Neural Networks, Self-Supervised Learning |
2023
India | Understanding Revision Behavior in Adaptive Writing Support Systems for Education | Luca Mouchel, Thiemo Wambsganss, Paola Mejia-Domenzain, Tanja Käser | 16th International Conference on Educational Data Mining 2023 | Machine Learning for Education Laboratory
(ML4ED) | Data Mining |
2023
Shanghai | Cybersickness assessment framework (CSAF): An Open Source Repository for Standardized Cybersickness Experiments | Adriano Viegas Milani; Nana Tian; Ronan Boulic | 30th IEEE Conference on Virtual Reality and 3D User Interfaces – IEEEVR 2023 Shanghai | Immersive Interaction Group (IIG) | Virtual Reality |
2023
Canada | Odyssey: A Journey in the Land of Distributed Data Series Similarity Search | Manos Chatzakis (EPFL); Panagiota Fatourou (University of Crete); Eleftherios Kosmas (University of Crete); Themis Palpanas (Université Paris Cité); Botao Peng (Institute of Computing Technology, Chinese Academy of Sciences) | VLBD 49th International Conference on Very Large Data Bases 2023 | EPFL | Distributed Systems, Databases, Data Series |
2023
Hawai | Towards Stable and Efficient Adversarial Training against l1 Bounded Adversarial Attacks | Yulun Jiang, Chen Liu, Zhichao Huang, Mathieu Salzmann, Sabine Süsstrunk | ICML International Conference on Machine Learning 2023 | Image and Visual Representation Lab (IVRL) | Machine Learning, Adversarial Robustness |
| 2023 Greece | PoGaIN: Poisson-Gaussian Image Noise Modeling From Paired Samples | Nicolas Bähler, Majed El Helou, Étienne Objois, Kaan Okumuş, Sabine Süsstrunk | IEEE International Conference on Acoustics, Speech and Signal Processing – ICASSP 2023 | Image and Visual Representation Lab (IVRL) | Image noise modeling |
| 2022 Israel | Robustness of Embodied Point Navigation Agents | Frano Rajič | 17th European Conference on Computer Vision – ECCV 2022 | EPFL | Artificial Intelligence |
| 2022 New Orleans | Robust Binary Models by Pruning Randomly-initialized Networks | Chen Liu, Ziqi Zhao, Sabine Süsstrunk and Mathieu Salzmann | 36th Conference on Neural Information Processing Systems – NeurIPS 2022 | Image and Visual Representation Lab (IVRL) | Machine Learning, Adversarial Robustness, Network Pruning |
2022
Online | Changing Finger Movement Perception: Influence of Active Haptics on Visual Dominance | Loën Boban, David Pittet, Bruno Herbelin and Ronan Boulic | Frontiers in Virtual Reality (Journal) | Immersive Interaction Group (IIG) | Virtual Reality |
2022
Online | Unambiguous DNFs and Alon-Saks-Seymour | Kaspars Balodis, Shalev Ben-David, Mika Göös, Siddhartha Jain, Robin Kothari | IEEE Symposium on Foundations of Computer Science | Theory of Computation 5, THL5 | Theoretical Computer Science |
2021
Online | Assessing the Impact of Mixed Reality Immersion on Presence and Embodiment | Alexandre Abbey, Thibault Porssut, Bruno Herbelin and Ronan Boulic | ACM Motion in Games | Immersive Interaction Group (IIG) | Virtual Reality |
2019
Austria | Self-Attention for Speech Emotion Recognition | Lorenzo Tarantino, Philip N. Garner, Alexandros Lazaridis | Interspeech | Swisscom | Computer Science / Machine Learning |
2019
Canada | Motion Capture from Pan-Tilt Cameras with Unknown Orientation | Roman Bachmann, Jörg Spörri, Pascal Fua, Helge Rhodin | International Conference on 3D Vision (3DV) | Computer Vision Laboratory (CVLAB) | 3D Computer Vision, Motion Capture, Deep Learning |
2018
Sweden | Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings | Mladen Dimovski, Claudiu Musat, Vladimir Ilievski, Andreea Hossmann, Michael Baeriswyl | International Joint Conference on Artificial Intelligence (IJCAI) | Computer Communications and Applications Laboratory
(LCA3) | Natural Language Processing |
2018
US | Quootstrap: Scalable Unsupervised Extraction of Quotation-Speaker Pairs from Large News Corpora via Bootstrapping | Dario Pavllo, Tiziano Piccardi, Robert West | International AAAI Conference on Web and Social Media (ICWSM) | Data Science Lab (dlab) | Computational Social Sciences and Information Retrieval |
2018
Singapore | Putting Figures on Influences on Moroccan Darija from Arabic, French and Spanish using the WordNet | Khalil Mrini, Francis Bond | Global WordNet Conference | Computational Linguistics Lab, Nanyang Technological University (Singapore) | Automatic Natural Language Processing |
2017
Morocco | Building the Moroccan Darija WordNet (MDW) using Bilingual Resources | Khalil Mrini, Francis Bond | Conférence Internationale sur le Langage Naturel, le Signal et le Traitement de la Parole (ICNLSSP) | Computational Linguistics Lab, Nanyang Technological University (Singapore) | Automatic Natural Language Processing |
2017
Spain | Robust real-time finger tracking with neural networks | Dario Pavllo, Thibault Porssut, Bruno Herbelin, Ronan Boulic | ACM Motion in Games | Immersive Interaction Group (IIG) | Virtual Reality |
