Publications d’étudiants

Date et lieuTitreAuteursConférenceLaboratoireDomaine de spécialisation
Unraveling the Key Components of OOD Generalization via DiversificationHarold Benoit, Liangze Jiang, Andrei Atanov, Oğuzhan Fatih Kar, Mattia Rigotti, Amir ZamirICLR 2024, The Twelfth International Conference on Learning RepresentationsVisual Intelligence and Learning Lab (VILAB)

Apprentissage automatique, Robustesse
New Orleans
Maximum Independent Set: Self-Training through Dynamic ProgrammingLorenzo Brusca, Lars C.P.M. Quaedvlieg, Stratis Skoulakis, Grigorios Chrysos, Volkan NeurIPS 2023 – Thirty-seventh Conference on Neural Information Processing SystemsLaboratory for Information and Inference Systems – (LIONS)Optimisation combinatoire, réseaux neuronaux graphiques, apprentissage auto-supervisé
Understanding Revision Behavior in Adaptive Writing Support Systems for EducationLuca Mouchel, Thiemo Wambsganss, Paola Mejia-Domenzain, Tanja Käser16th International Conference on Educational Data Mining 2023 Machine Learning for Education Laboratory
Exploration de données
Cybersickness assessment framework (CSAF): An Open Source Repository for Standardized Cybersickness ExperimentsAdriano Viegas Milani; Nana Tian; Ronan Boulic30th IEEE Conference on Virtual Reality and 3D User Interfaces – IEEEVR 2023 ShanghaiImmersive Interaction Group (IIG)Réalité virtuelle
Odyssey: A Journey in the Land of Distributed Data Series Similarity SearchManos 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 2023EPFLSystèmes distribués, bases de données, séries de données
Towards Stable and Efficient Adversarial Training against l1 Bounded Adversarial AttacksYulun Jiang, Chen Liu, Zhichao Huang, Mathieu Salzmann, Sabine SüsstrunkICML International Conference on Machine Learning 2023Image and Visual Representation Lab (IVRL)Apprentissage automatique, robustesse adversarial
2023 GrècePoGaIN: Poisson-Gaussian Image Noise Modeling From Paired SamplesNicolas Bähler, Majed El Helou, Étienne Objois, Kaan Okumuş, Sabine SüsstrunkIEEE International Conference on Acoustics, Speech and Signal Processing – ICASSP 2023Image and Visual Representation Lab (IVRL)Modélisation du bruit d’image
2022 IsraelRobustness of Embodied Point Navigation AgentsFrano Rajič17th European Conference on Computer Vision – ECCV 2022EPFLIntelligence artificielle
2022 New OrleansRobust Binary Models by Pruning Randomly-initialized NetworksChen Liu, Ziqi Zhao, Sabine Süsstrunk and Mathieu Salzmann36th Conference on Neural Information Processing Systems – NeurIPS 2022Image and Visual Representation Lab (IVRL)Apprentissage automatique, robustesse adversariale, élagage du réseau
Changing Finger Movement Perception: Influence of Active Haptics on Visual DominanceLoën Boban, David Pittet, Bruno Herbelin and Ronan BoulicFrontiers in Virtual Reality (Journal)Immersive Interaction Group (IIG)Réalité virtuelle
Unambiguous DNFs and Alon-Saks-SeymourKaspars Balodis, Shalev Ben-David, Mika Göös, Siddhartha Jain, Robin KothariIEEE Symposium on Foundations of Computer Science (FOCS)Theory of Computation 5, THL5Informatique théorique
Assessing the Impact of Mixed Reality Immersion on Presence and EmbodimentAlexandre Abbey, Thibault Porssut, Bruno Herbelin and Ronan BoulicACM Motion in GamesImmersive Interaction Group (IIG)Réalité virtuelle
Self-Attention for Speech Emotion RecognitionLorenzo Tarantino, Philip N. Garner, Alexandros LazaridisInterspeechSwisscomInformatique / Apprentissage profond
2019 CanadaMotion Capture from Pan-Tilt Cameras with Unknown OrientationRoman Bachmann, Jörg Spörri, Pascal Fua, Helge RhodinInternational Conference on 3D Vision (3DV)Laboratoire de vision par ordinateur (CVLAB)Vision 3D par ordinateur, capture de mouvement, deep learning
Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence EmbeddingsMladen Dimovski, Claudiu Musat, Vladimir Ilievski, Andreea Hossmann, Michael BaeriswylInternational Joint Conference on Artificial Intelligence (IJCAI)Laboratoire de communications et d’applications informatiques
Traitement du langage naturel
Quootstrap: Scalable Unsupervised Extraction of Quotation-Speaker Pairs from Large News Corpora via BootstrappingDario Pavllo, Tiziano Piccardi, Robert WestInternational AAAI Conference on Web and Social Media (ICWSM)Data Science Lab (dlab)Sciences sociales computationnelles et extraction d’information
Putting Figures on Influences on Moroccan Darija from Arabic, French and Spanish using the WordNetKhalil Mrini, Francis BondGlobal WordNet ConferenceComputational Linguistics Lab, Nanyang Technological University (Singapore)Traitement automatique du langage naturel
Building the Moroccan Darija WordNet (MDW) using Bilingual ResourcesKhalil Mrini, Francis BondConférence 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
Robust real-time finger tracking with neural networksDario Pavllo, Thibault Porssut, Bruno Herbelin, Ronan BoulicACM Motion in Games Immersive Interaction Group (IIG)Réalité virtuelle