Student Publications

Date and PlaceTitleAuthorsConferenceLaboratorySpecialisation field
2023
New Orleans
Maximum Independent Set: Self-Training through Dynamic ProgrammingLorenzo Brusca, Lars C.P.M. Quaedvlieg, Stratis Skoulakis, Grigorios Chrysos, Volkan CevherNeurIPS 2023 – Thirty-seventh Conference on Neural Information Processing SystemsLaboratory 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 EducationLuca Mouchel, Thiemo Wambsganss, Paola Mejia-Domenzain, Tanja Käser16th International Conference on Educational Data Mining 2023Machine Learning for Education Laboratory
(ML4ED)
 Data Mining
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)Virtual Reality
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 (Université Paris Cité); Botao Peng (Institute of Computing Technology, Chinese Academy of Sciences)VLBD 49th International Conference on Very Large Data Bases 2023EPFLDistributed Systems, Databases, Data Series
2023
Hawai
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) Machine Learning, Adversarial Robustness
2023 GreecePoGaIN: 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)Image noise modeling
2022 IsraelRobustness of Embodied Point Navigation AgentsFrano Rajič17th European Conference on Computer Vision – ECCV 2022EPFLArtificial Intelligence
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)Machine Learning, Adversarial Robustness, Network Pruning
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)Virtual Reality
2022
Online
Unambiguous DNFs and Alon-Saks-SeymourKaspars Balodis, Shalev Ben-David, Mika Göös, Siddhartha Jain, Robin KothariIEEE Symposium on Foundations of Computer ScienceTheory of Computation 5, THL5Theoretical Computer Science
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)Virtual Reality
2019
Austria
Self-Attention for Speech Emotion RecognitionLorenzo Tarantino, Philip N. Garner, Alexandros LazaridisInterspeechSwisscomComputer Science / Machine Learning
2019
Canada
Motion Capture from Pan-Tilt Cameras with Unknown OrientationRoman Bachmann, Jörg Spörri, Pascal Fua, Helge RhodinInternational 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 EmbeddingsMladen Dimovski, Claudiu Musat, Vladimir Ilievski, Andreea Hossmann, Michael BaeriswylInternational 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 BootstrappingDario Pavllo, Tiziano Piccardi, Robert WestInternational 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 WordNetKhalil Mrini, Francis BondGlobal WordNet ConferenceComputational Linguistics Lab, Nanyang Technological University (Singapore)Automatic Natural Language Processing
2017
Morocco
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)Automatic Natural Language Processing
2017
Spain
Robust real-time finger tracking with neural networksDario Pavllo, Thibault Porssut, Bruno Herbelin, Ronan BoulicACM Motion in Games Immersive Interaction Group (IIG)Virtual Reality