Publications d’Ă©tudiants

Date et lieuTitreAuteursConférenceLaboratoireDomaine de spécialisation
2025 New MexicoA Logical Fallacy-Informed Framework for Argument GenerationLuca Mouchel, Debjit Paul, Shaobo Cui, Robert West, Antoine Bosselut, Boi FaltingsNAACL2025LIANLP, Alignment
2025 IndeWhat Does an Audio Deepfake Detector Focus on? A Study in the Time DomainPetr Grinberg; Ankur Kumar; Surya Koppisetti; Gaurav BharajICASSP 2025Reality Defender Deep Learning, Explainable Artificial Intelligence (XAI), Deepfake Detection
2025 USASystem $F^\omega$ with Coherent Implicit ResolutionEugĂšne FlessellePOPL 2025 (Graduate Student Research Competition)LAMPProgramming Languages
2024
Autriche
Existential Containers in ScalaDimitri Racordon, EugĂšne Flesselle, Matthieu BovelMPLR 2024LAMPProgramming Languages
2024
Greece
Training Visual Language Models with Object Detection: Grounded Change Descriptions in Satellite ImagesJoão Luis Prado Vieira, Syrielle Montariol, Javiera Castillo Navarro, Devis Tuia, Antoine Bosselut2024 IEEE International Geoscience and Remote Sensing SymposiumLaboratoire de science computationnelle pour l’environnement et l’observation de la Terre (ECEO)Remote Sensing, Vision Language Models, Object Detection
2024
India
SQIPrime: A Dimension 2 Variant of SQISignHD with Non-smooth Challenge IsogeniesMax Duparc, Taki Boris FouotsaAsiacrypt 2024Security and Cryptography Laboratory (LASEC)Post-quantum cryptography
2024
Thailand
Unveiling the Art of Heading Design: A Harmonious Blend of Summarization, Neology, and AlgorithmShaobo Cui*, Yiyang Feng*, Yisong Mao, Yifan Hou, Boi Faltings (*equal contribution)ACL 2024 – The 62nd Annual Meeting of the Association for Computational LinguisticsArtificial Intelligence Laboratory (LIA)Natural Language Processing â€“ Resources and Evaluation
2024
Austria
Going beyond Compositions, DDPMs Can Produce Zero-Shot InterpolationsJustin Deschenaux, Igor Krawczuk, Grigorios Chrysos, Volkan CevherICML 2024 – The Forty-First International Conference on Machine LearningLaboratory for Information and Inference Systems – LIONSMachine learning, modĂšles gĂ©nĂ©ratifs
2024
Italy
A Coq Mechanization of JavaScript Regular Expression SemanticsNoé De Santo, AurÚle BarriÚre, Clément Pit-ClaudelICPF 2024, 29th ACM SIGPLAN International Conference on Functional ProgrammingSystems and Formalism Lab (SYSTEMF)Programmation fonctionnelle
2024
Austria
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
2023
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, rĂ©seaux neuronaux graphiques, apprentissage auto-supervisĂ©
2023
India
Understanding Revision Behavior in Adaptive Writing Support Systems for EducationLuca Mouchel, Thiemo Wambsganss, Paola Mejia-Domenzain, Tanja KĂ€ser16th 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 ExperimentsAdriano Viegas Milani; Nana Tian; Ronan Boulic30th IEEE Conference on Virtual Reality and 3D User Interfaces – IEEEVR 2023 ShanghaiImmersive Interaction Group (IIG)RĂ©alitĂ© virtuelle
2023
Canada
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 (UniversitĂ© Paris CitĂ©); Botao Peng (Institute of Computing Technology, Chinese Academy of Sciences)VLBD 49th International Conference on Very Large Data Bases 2023EPFLSystĂšmes distribuĂ©s, bases de donnĂ©es, sĂ©ries de donnĂ©es
2023
Hawai
Towards Stable and Efficient Adversarial Training against l1 Bounded Adversarial AttacksYulun Jiang, Chen Liu, Zhichao Huang, Mathieu Salzmann, Sabine SĂŒsstrunkICML International Conference on Machine Learning 2023Image and Visual Representation Lab (IVRL)Apprentissage automatique, robustesse adversarial
2023 GrĂšcePoGaIN: Poisson-Gaussian Image Noise Modeling From Paired SamplesNicolas BĂ€hler, Majed El Helou, Étienne Objois, Kaan Okumuß, Sabine SĂŒsstrunkIEEE International Conference on Acoustics, Speech and Signal Processing – ICASSP 2023Image and Visual Representation Lab (IVRL)ModĂ©lisation 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 SĂŒsstrunk and Mathieu Salzmann36th Conference on Neural Information Processing Systems – NeurIPS 2022Image and Visual Representation Lab (IVRL)Apprentissage automatique, robustesse adversariale, Ă©lagage du rĂ©seau
2022
Online
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
2022
Online
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
2021
Online
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
2019
Autriche
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
2018
SuĂšde
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
(LCA3)
Traitement du langage naturel
2018
États-Unis
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
2018
Singapour
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
2017
Maroc
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
2017
Espagne
Robust real-time finger tracking with neural networksDario Pavllo, Thibault Porssut, Bruno Herbelin, Ronan BoulicACM Motion in Games Immersive Interaction Group (IIG)Réalité virtuelle