Publications d’étudiants ‒ IC ‐ EPFL

Date et lieu	Titre	Auteurs	Conférence	Laboratoire	Domaine de spécialisation
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, modèles génératifs
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)	Programmation fonctionnelle
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)	Apprentissage automatique, Robustesse
2023 New Orleans	Maximum Independent Set: Self-Training through Dynamic Programming	Lorenzo Brusca, Lars C.P.M. Quaedvlieg, Stratis Skoulakis, Grigorios Chrysos, Volkan	NeurIPS 2023 – Thirty-seventh Conference on Neural Information Processing Systems	Laboratory for Information and Inference Systems – (LIONS)	Optimisation combinatoire, réseaux neuronaux graphiques, apprentissage auto-supervisé
2023 India	Understanding Revision Behavior in Adaptive Writing Support Systems for Education	Luca Mouchel, Thiemo Wambsganss, Paola Mejia-Domenzain, Tanja Käser	16^th International Conference on Educational Data Mining 2023	Machine Learning for Education Laboratory (ML4ED)	Exploration de données
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)	Réalité virtuelle
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 49^th International Conference on Very Large Data Bases 2023	EPFL	Systèmes distribués, bases de données, séries de données
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)	Apprentissage automatique, robustesse adversarial
2023 Grèce	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)	Modélisation du bruit d’image
2022 Israel	Robustness of Embodied Point Navigation Agents	Frano Rajič	17th European Conference on Computer Vision – ECCV 2022	EPFL	Intelligence artificielle
2022 New Orleans	Robust Binary Models by Pruning Randomly-initialized Networks	Chen Liu, Ziqi Zhao, Sabine Süsstrunk and Mathieu Salzmann	36^th Conference on Neural Information Processing Systems – NeurIPS 2022	Image and Visual Representation Lab (IVRL)	Apprentissage automatique, robustesse adversariale, élagage du réseau
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)	Réalité virtuelle
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 (FOCS)	Theory of Computation 5, THL5	Informatique théorique
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)	Réalité virtuelle
2019 Autriche	Self-Attention for Speech Emotion Recognition	Lorenzo Tarantino, Philip N. Garner, Alexandros Lazaridis	Interspeech	Swisscom	Informatique / Apprentissage profond
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)	Laboratoire de vision par ordinateur (CVLAB)	Vision 3D par ordinateur, capture de mouvement, deep learning
2018 Suède	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)	Laboratoire de communications et d’applications informatiques (LCA3)	Traitement du langage naturel
2018 États-Unis	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)	Sciences sociales computationnelles et extraction d’information
2018 Singapour	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)	Traitement automatique du langage naturel
2017 Maroc	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)	Traitement automatique du langage naturel
2017 Espagne	Robust real-time finger tracking with neural networks	Dario Pavllo, Thibault Porssut, Bruno Herbelin, Ronan Boulic	ACM Motion in Games	Immersive Interaction Group (IIG)	Réalité virtuelle

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.

Stefan Nikolić © 2023 EPFL / Viktor Šanca - CC-BY-SA 4.0

Patrick Denantes Memorial Prize 2023 announced

Published:15.12.23 — Stefan Nikolić, who works on field-programmable gate arrays (FPGAs) – a type of integrated circuit that can be programmed or reprogrammed after manufacturing – has won the annual Patrick Denantes Memorial Prize, awarded to a doctoral student in the School of Computer and Communication Sciences for their outstanding thesis.