Student Publications ‒ IC ‐ EPFL


Date and Place 2025 Inde	Title What Does an Audio Deepfake Detector Focus on? A Study in the Time Domain	Authors Petr Grinberg, Ankur Kumar, Surya Koppisetti, Gaurav Bharaj	Conference ICASSP 2025	Laboratory Reality Defender	Specialisation field Deep Learning, Explainable Artificial Intelligence (XAI), Deepfake Detection
Date and Place 2025 USA	Title System $F^\omega$ with Coherent Implicit Resolution	Authors Eugène Flesselle	Conference POPL 2025 (Graduate Student Research Competition)	Laboratory LAMP	Specialisation field Programming Languages
Date and Place 2024 Autriche	Title Existential Containers in Scala	Authors Dimitri Racordon, Eugène Flesselle, Matthieu Bovel	Conference MPLR 2024	Laboratory LAMP	Specialisation field Programming Languages
Date and Place 2024 Greece	Title Training Visual Language Models with Object Detection: Grounded Change Descriptions in Satellite Images	Authors João Luis Prado Vieira, Syrielle Montariol, Javiera Castillo Navarro, Devis Tuia, Antoine Bosselut	Conference 2024 IEEE International Geoscience and Remote Sensing Symposium	Laboratory Environmental Computational Science and Earth Observation Laboratory (ECEO)	Specialisation field Remote Sensing, Vision Language Models, Object Detection
Date and Place 2024 India	Title SQIPrime: A Dimension 2 Variant of SQISignHD with Non-smooth Challenge Isogenies	Authors Max Duparc, Taki Boris Fouotsa	Conference Asiacrypt 2024	Laboratory Security and Cryptography Laboratory (LASEC)	Specialisation field Post-quantum cryptography
Date and Place 2024 Thailand	Title Unveiling the Art of Heading Design: A Harmonious Blend of Summarization, Neology, and Algorithm	Authors Shaobo Cui, Yiyang Feng, Yisong Mao, Yifan Hou, Boi Faltings (*equal contribution)	Conference ACL 2024 – The 62nd Annual Meeting of the Association for Computational Linguistics	Laboratory Artificial Intelligence Laboratory (LIA)	Specialisation field Natural Language Processing – Resources and Evaluation
Date and Place 2024 Austria	Title Going beyond Compositions, DDPMs Can Produce Zero-Shot Interpolations	Authors Justin Deschenaux, Igor Krawczuk, Grigorios Chrysos, Volkan Cevher	Conference ICML 2024 – The Forty-First International Conference on Machine Learning	Laboratory Laboratory for Information and Inference Systems – LIONS	Specialisation field Machine learning, generative models
Date and Place 2024 Italy	Title A Coq Mechanization of JavaScript Regular Expression Semantics	Authors Noé De Santo, Aurèle Barrière, Clément Pit-Claudel	Conference ICPF 2024, 29th ACM SIGPLAN International Conference on Functional Programming	Laboratory Systems and Formalism Lab (SYSTEMF)	Specialisation field Functional programming
Date and Place 2024 Austria	Title Unraveling the Key Components of OOD Generalization via Diversification	Authors Harold Benoit, Liangze Jiang, Andrei Atanov, Oğuzhan Fatih Kar, Mattia Rigotti, Amir Zamir	Conference ICLR 2024, The Twelfth International Conference on Learning Representations	Laboratory Visual Intelligence and Learning Lab (VILAB)	Specialisation field Machine Learning, Robustness
Date and Place 2023 New Orleans	Title Maximum Independent Set: Self-Training through Dynamic Programming	Authors Lorenzo Brusca, Lars C.P.M. Quaedvlieg, Stratis Skoulakis, Grigorios Chrysos, Volkan Cevher	Conference NeurIPS 2023 – Thirty-seventh Conference on Neural Information Processing Systems	Laboratory Laboratory for Information and Inference Systems – (LIONS)	Specialisation field Combinatorial Optimization, Graph Neural Networks, Self-Supervised Learning
Date and Place 2023 India	Title Understanding Revision Behavior in Adaptive Writing Support Systems for Education	Authors Luca Mouchel, Thiemo Wambsganss, Paola Mejia-Domenzain, Tanja Käser	Conference 16^th International Conference on Educational Data Mining 2023	Laboratory Machine Learning for Education Laboratory (ML4ED)	Specialisation field Data Mining
Date and Place 2023 Shanghai	Title Cybersickness assessment framework (CSAF): An Open Source Repository for Standardized Cybersickness Experiments	Authors Adriano Viegas Milani; Nana Tian; Ronan Boulic	Conference 30th IEEE Conference on Virtual Reality and 3D User Interfaces – IEEEVR 2023 Shanghai	Laboratory Immersive Interaction Group (IIG)	Specialisation field Virtual Reality
Date and Place 2023 Canada	Title Odyssey: A Journey in the Land of Distributed Data Series Similarity Search	Authors 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)	Conference VLBD 49^th International Conference on Very Large Data Bases 2023	Laboratory EPFL	Specialisation field Distributed Systems, Databases, Data Series
Date and Place 2023 Hawai	Title Towards Stable and Efficient Adversarial Training against l1 Bounded Adversarial Attacks	Authors Yulun Jiang, Chen Liu, Zhichao Huang, Mathieu Salzmann, Sabine Süsstrunk	Conference ICML International Conference on Machine Learning 2023	Laboratory Image and Visual Representation Lab (IVRL)	Specialisation field Machine Learning, Adversarial Robustness
Date and Place 2023 Greece	Title PoGaIN: Poisson-Gaussian Image Noise Modeling From Paired Samples	Authors Nicolas Bähler, Majed El Helou, Étienne Objois, Kaan Okumuş, Sabine Süsstrunk	Conference IEEE International Conference on Acoustics, Speech and Signal Processing – ICASSP 2023	Laboratory Image and Visual Representation Lab (IVRL)	Specialisation field Image noise modeling
Date and Place 2022 Israel	Title Robustness of Embodied Point Navigation Agents	Authors Frano Rajič	Conference 17th European Conference on Computer Vision – ECCV 2022	Laboratory EPFL	Specialisation field Artificial Intelligence
Date and Place 2022 New Orleans	Title Robust Binary Models by Pruning Randomly-initialized Networks	Authors Chen Liu, Ziqi Zhao, Sabine Süsstrunk and Mathieu Salzmann	Conference 36^th Conference on Neural Information Processing Systems – NeurIPS 2022	Laboratory Image and Visual Representation Lab (IVRL)	Specialisation field Machine Learning, Adversarial Robustness, Network Pruning
Date and Place 2022 Online	Title Changing Finger Movement Perception: Influence of Active Haptics on Visual Dominance	Authors Loën Boban, David Pittet, Bruno Herbelin and Ronan Boulic	Conference Frontiers in Virtual Reality (Journal)	Laboratory Immersive Interaction Group (IIG)	Specialisation field Virtual Reality
Date and Place 2022 Online	Title Unambiguous DNFs and Alon-Saks-Seymour	Authors Kaspars Balodis, Shalev Ben-David, Mika Göös, Siddhartha Jain, Robin Kothari	Conference IEEE Symposium on Foundations of Computer Science	Laboratory Theory of Computation 5, THL5	Specialisation field Theoretical Computer Science
Date and Place 2021 Online	Title Assessing the Impact of Mixed Reality Immersion on Presence and Embodiment	Authors Alexandre Abbey, Thibault Porssut, Bruno Herbelin and Ronan Boulic	Conference ACM Motion in Games	Laboratory Immersive Interaction Group (IIG)	Specialisation field Virtual Reality
Date and Place 2019 Austria	Title Self-Attention for Speech Emotion Recognition	Authors Lorenzo Tarantino, Philip N. Garner, Alexandros Lazaridis	Conference Interspeech	Laboratory Swisscom	Specialisation field Computer Science / Machine Learning
Date and Place 2019 Canada	Title Motion Capture from Pan-Tilt Cameras with Unknown Orientation	Authors Roman Bachmann, Jörg Spörri, Pascal Fua, Helge Rhodin	Conference International Conference on 3D Vision (3DV)	Laboratory Computer Vision Laboratory (CVLAB)	Specialisation field 3D Computer Vision, Motion Capture, Deep Learning
Date and Place 2018 Sweden	Title Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings	Authors Mladen Dimovski, Claudiu Musat, Vladimir Ilievski, Andreea Hossmann, Michael Baeriswyl	Conference International Joint Conference on Artificial Intelligence (IJCAI)	Laboratory Computer Communications and Applications Laboratory (LCA3)	Specialisation field Natural Language Processing
Date and Place 2018 US	Title Quootstrap: Scalable Unsupervised Extraction of Quotation-Speaker Pairs from Large News Corpora via Bootstrapping	Authors Dario Pavllo, Tiziano Piccardi, Robert West	Conference International AAAI Conference on Web and Social Media (ICWSM)	Laboratory Data Science Lab (dlab)	Specialisation field Computational Social Sciences and Information Retrieval
Date and Place 2018 Singapore	Title Putting Figures on Influences on Moroccan Darija from Arabic, French and Spanish using the WordNet	Authors Khalil Mrini, Francis Bond	Conference Global WordNet Conference	Laboratory Computational Linguistics Lab, Nanyang Technological University (Singapore)	Specialisation field Automatic Natural Language Processing
Date and Place 2017 Morocco	Title Building the Moroccan Darija WordNet (MDW) using Bilingual Resources	Authors Khalil Mrini, Francis Bond	Conference Conférence Internationale sur le Langage Naturel, le Signal et le Traitement de la Parole (ICNLSSP)	Laboratory Computational Linguistics Lab, Nanyang Technological University (Singapore)	Specialisation field Automatic Natural Language Processing
Date and Place 2017 Spain	Title Robust real-time finger tracking with neural networks	Authors Dario Pavllo, Thibault Porssut, Bruno Herbelin, Ronan Boulic	Conference ACM Motion in Games	Laboratory Immersive Interaction Group (IIG)	Specialisation field Virtual Reality

Anastasiia Koloskova © 2024 Anastasiia Koloskova - CC-BY-SA 4.0

IC PhD graduate recognized with the ELLIS PhD Award 2024

Published:16.12.24 — EPFL’s Anastasiia Koloskova has won this year’s ELLIS PhD award, which recognizes European dissertations in the area of artificial intelligence and machine learning-related fields.

Apple AI/ML fellowship awarded to Aryo Lotfi

Published:23.04.24 — In 2024, only one researcher from continental Europe made the cut to become an Apple AI/ML fellow: EPFL’s Aryo Lotfi

Baptiste Lecoeur and Johan Rochel - 2023 EPFL/Alain Herzog - CC-BY-SA 4.0

“It's such a great way to design a class”

Published:11.01.24 — Johan Rochel and Baptiste Lecoeur are a teacher-student tandem tasked with developing a new Master’s class on ethics in artificial intelligence. This is part of a novel approach backed by EPFL’s Vice Presidency for Responsible Transformation.