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Publications

  • Natalia Díaz-Rodríguez, Rūta Binkytė, Wafae Bakkali, Sannidhi Bookseller, Paola Tubaro, et al.. Gender and sex bias in COVID-19 epidemiological data through the lens of causality. Information Processing and Management, 2023, 60 (3), pp.103276. ⟨10.1016/j.ipm.2023.103276⟩. ⟨hal-03961804⟩
  • Guillaume Couairon, Jakob Verbeek, Holger Schwenk, Matthieu Cord. DiffEdit: Diffusion-based Semantic Image Editing with Mask Guidance. ICLR 2023 (Eleventh International Conference on Learning Representations ), ICLR, May 2023, Kigali, Rwanda. ⟨hal-03957480⟩
  • Charline Grossard, Carlotta Bettencourt, Ryan Kellems, Mohamed Chetouani, David Cohen. Building the design ICT inventory (DICTI): A Delphi study. Computers in Human Behavior Reports, 2023, 9, pp.100261. ⟨10.1016/j.chbr.2022.100261⟩. ⟨hal-03932042⟩
  • Mireille Fares, Nicolas Obin, Catherine Pelachaud. Zero-Shot Style Transfer for Multimodal Data-Driven Gesture Synthesis. International Conference on Automatic Face and Gesture Recognition 2023, Workshop on Socially Interactive Human-like Virtual Agents, Jan 2023, WAIKOLOA (Hawaii), United States. ⟨hal-03972560⟩
  • Loïc Themyr, Clément Rambour, Nicolas Thome, Toby Collins, Alexandre Hostettler. Full Contextual Attention for Multi-resolution Transformers in Semantic Segmentation. Winter Conference on Applications of Computer Vision (WACV), Jan 2023, Waikoloa, United States. ⟨hal-03901666⟩
  • Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kevin Bailly. SPIQ: Data-Free Per-Channel Static Input Quantization. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2023), Jan 2023, Waikoloa (Hawaii), United States. ⟨hal-03953685⟩
  • Mounir Lahlouh, Yasmina Chenoune, Raphaël Blanc, Jérome Szewczyk, Nicolas Passat. Segmentation et caractérisation de l'aorte et des troncs supra-aortiques pour la planification du geste en neuroradiologie. Colloque Français d'Intelligence Artificielle en Imagerie Biomédicale (IABM), 2023, Paris, France. ⟨hal-03932761⟩
  • Annett Schirmer, Clare Cham, Oscar Lai, Thanh-Loan Sarah Le, Rochelle Ackerley. Stroking trajectory shapes velocity effects on pleasantness and other touch percepts.. Journal of Experimental Psychology: Human Perception and Performance, 2023, 49 (1), pp.71-86. ⟨10.1037/xhp0001079⟩. ⟨hal-03972016⟩
  • Lyes Nechak, Pascal Morin. Cascade architecture for nonlinear control of transient and stationary regimes of friction-induced vibrations. Nonlinear Dynamics : An International Journal of Nonlinear Dynamics and Chaos in Engineering Systems, In press. ⟨hal-03940449⟩
  • Mahdi Khoramshahi, Agnes Roby-Brami, Ross Parry, Nathanaël Jarrassé. Identification of inverse kinematic parameters in redundant systems: Towards quantification of inter-joint coordination in the human upper extremity. PLoS ONE, 2022, 17 (12), pp.e0278228. ⟨10.1371/journal.pone.0278228⟩. ⟨hal-03918219⟩
  • Jaqueline Wendland, Xavier Benarous, Héloïse Young, Takoua Brahim, Gisèle Apter, et al.. Impact of the Timing of Maternal Peripartum Depression on Infant Social and Emotional Development at 18 Months. Journal of Clinical Medicine, 2022, 11 (23), pp.6919. ⟨10.3390/jcm11236919⟩. ⟨hal-03901312⟩
  • Fufang Yang, Jingang Qu, Georgios Kontogeorgis, Jean-Charles de Hemptinne. Reference Density Database for 20 Aqueous Alkali Halide Solutions. Journal of Physical and Chemical Reference Data, 2022, 51 (4), pp.043104. ⟨10.1063/5.0124173⟩. ⟨hal-03971217⟩
  • Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kevin Bailly. SInGE: Sparsity via Integrated Gradients Estimation of Neuron Relevance. Advances in Neural Information Processing Systems (NeurIPS 2022), Nov 2022, New Orleans, United States. ⟨hal-03953649⟩
  • Thomas Carta, Sylvain Lamprier, Pierre-Yves Oudeyer, Olivier Sigaud. EAGER: Asking and Answering Questions for Automatic Reward Shaping in Language-guided RL. NeurIPS 2022 - Thirty-sixth Conference on Neural Information Processing Systems, Nov 2022, Nouvelle-Orléans, United States. ⟨hal-03902423⟩
  • Ikram Chraibi Kaadoud, Adrien Bennetot, Barbara Mawhin, Vicky Charisi, Natalia Díaz-Rodríguez. Explaining Aha! moments in artificial agents through IKE-XAI: Implicit Knowledge Extraction for eXplainable AI. Women in Machine Learning WIML @ Neurips 2022, Nov 2022, Louisiane, United States. , 2022. ⟨hal-03875691⟩
  • Hugo Caselles-Dupré, Olivier Sigaud, Mohamed Chetouani. Pragmatically Learning from Pedagogical Demonstrations in Multi-Goal Environments. Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022), Nov 2022, New Orleans, United States. ⟨hal-03828002⟩
  • Léo Grinsztajn, Edouard Oyallon, Gaël Varoquaux. Why do tree-based models still outperform deep learning on typical tabular data?. NeurIPS 2022 Datasets and Benchmarks Track, Nov 2022, New Orleans, United States. ⟨hal-03723551v2⟩
  • Pierre-Alexandre Kamienny, Stéphane d'Ascoli, Guillaume Lample, François Charton. End-to-end symbolic regression with transformers. NeurIPS, Nov 2022, New Orleans, United States. ⟨hal-03858722⟩
  • Alexandre Rame, Matthieu Kirchmeyer, Thibaud Rahier, Alain Rakotomamonjy, Patrick Gallinari, et al.. Diverse Weight Averaging for Out-of-Distribution Generalization. Conference on Neural Information Processing Systems, Nov 2022, New-Orleans, United States. ⟨hal-03891267⟩
  • Mustafa Shukor, Guillaume Couairon, Matthieu Cord. Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment. 33rd British Machine Vision Conference (BMVC), Nov 2022, London, United Kingdom. ⟨hal-03811336⟩
  • Kamel-Eddine Harabi, Tifenn Hirtzlin, Clément Turck, Elisa Vianello, Raphaël Laurent, et al.. A Memristor-Based Bayesian Machine. 2022. ⟨hal-03861134⟩
  • Amélie Touillet, Adrienne Gouzien, Marina Badin, Pierrick Herbe, Noël Martinet, et al.. Kinematic analysis of impairments and compensatory motor behavior during prosthetic grasping in below-elbow amputees. PLoS ONE, 2022, 17 (11), pp.e0277917. ⟨10.1371/journal.pone.0277917⟩. ⟨hal-03863792⟩
  • Souha Baklouti, Taysir Rezgui, Abdelbadiaa Chaker, Safa Mefteh, Azza Tayari, et al.. Performance of Force Myography and surface Electromyography in Level of Muscle Activity Classification: A Preliminary Study. 47th congress of the Société de Biomécanique, Oct 2022, Monastir, Tunisia. ⟨10.1080/10255842.2022.2116885⟩. ⟨hal-03910228⟩
  • Jingang Qu, Thibault Faney, Ze Wang, Patrick Gallinari, Soleiman Yousef, et al.. HMOE: Hypernetwork-based Mixture of Experts for Domain Generalization. 2022. ⟨hal-03855006⟩
  • Nicola Di Stefano, Nathanaël Jarrassé, Luca Valera. The Ethics of Supernumerary Robotic Limbs. An Enactivist Approach. Science and Engineering Ethics, 2022, 28, ⟨10.1007/s11948-022-00405-1⟩. ⟨hal-03852522⟩
  • Tristan Venot, Arthur Desbois, Marie-Constance Corsi, Laurent Hugueville, Ludovic Saint-Bauzel, et al.. Comparison of strategies to elicit motor imagery-related brain patterns in multimodal BCI settings. SFN 2022 - Society for Neuroscience Annual Meeting 2022, Nov 2022, San Diego, United States. ⟨hal-03867137⟩
  • Rémi Dromnelle, Erwan Renaudo, Mohamed Chetouani, Petros Maragos, Raja Chatila, et al.. Reducing computational cost during robot navigation and human-robot interaction with a human-inspired reinforcement learning architecture. International Journal of Social Robotics, 2022, ⟨10.1007/s12369-022-00942-6⟩. ⟨hal-03829879⟩
  • Liu Yang, Catherine Achard, Catherine Pelachaud. Multimodal classification of interruptions in humans’ interaction. ACM International Conference on Multimodal Interaction ICMI, 2022, Bangalore, India. ⟨10.1145/3536221.3556604⟩. ⟨hal-03845959⟩
  • Tristan Venot, Arthur Desbois, Marie-Constance Corsi, Laurent Hugueville, Ludovic Saint-Bauzel, et al.. Exploring strategies for multimodal BCIs in an enriched environment. MetroXRAINE 2022 - IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering, Oct 2022, Rome, France. pp.685-690, ⟨10.1109/MetroXRAINE54828.2022.9967624⟩. ⟨hal-03890463⟩
  • Jean Liénard, Lise Aubin, Ignasi Cos, Benoît Girard. Beta-Band Oscillations without Pathways: the opposing Roles of D2 and D5 Receptors in the basal ganglia. 2022. ⟨hal-03829812⟩
  • Vincent Le Guen, Clément Rambour, Nicolas Thome. Complementing Brightness Constancy with Deep Networks for Optical Flow Prediction. ECCV 2022, Oct 2022, Tel Aviv, Israel. ⟨10.1007/978-3-031-19803-8_8⟩. ⟨hal-03717740⟩
  • Alexandre Chenu, Nicolas Perrin-Gilbert, Olivier Sigaud. Divide & Conquer Imitation Learning. 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022), Oct 2022, Kyoto, Japan. ⟨hal-03753530⟩
  • Elias Ramzi, Nicolas Audebert, Nicolas Thome, Clément Rambour, Xavier Bitot. Hierarchical Average Precision Training for Pertinent Image Retrieval. ECCV 2022, Oct 2022, Tel-Aviv, Israel. ⟨hal-03712933v2⟩
  • Wafa Johal, Tony Belpaeme, Mohamed Chetouani. Editorial: Robots for learning. Frontiers in Robotics and AI, 2022, 9, ⟨10.3389/frobt.2022.1050658⟩. ⟨hal-03829969⟩
  • Mylène Moyal, Marion Plaze, Ambre Baruchet, David Attali, Cora Cravero, et al.. Efficacity of tDCS in catatonic patients with Phelan McDermid syndrome, a case series. Brain Stimulation, 2022, 15, pp.1432 - 1434. ⟨10.1016/j.brs.2022.10.005⟩. ⟨inserm-03850948⟩
  • Rémy Sun. Content combination strategies for Image Classification. Artificial Intelligence [cs.AI]. Sorbonne Université, 2022. English. ⟨NNT : 2022SORUS272⟩. ⟨tel-03952815v2⟩
  • Aloïs Pourchot, Kevin Bailly, Alexis Ducarouge, Olivier Sigaud. Neural Architecture Search for Fracture Classification. 29th IEEE International Conference on Image Processing (ICIP 2022), Oct 2022, Bordeaux, France. ⟨hal-03753702⟩
  • Erwan Renaudo, Philipp Zech, Raja Chatila, Mehdi Khamassi. Editorial: Computational Models of Affordance for Robotics. Frontiers in Neurorobotics, 2022, 16, pp.1045355. ⟨10.3389/fnbot.2022.1045355⟩. ⟨hal-03782365⟩
  • Lin Dong, Nicolas Perrin, Florian Richer, Agnes Roby-Brami, Guillaume Morel. The stability investigation of variable viscosity control in the human‐robot interaction. The International Journal of Medical Robotics and Computer Assisted Surgery, 2022, 18 (5), ⟨10.1002/rcs.2416⟩. ⟨hal-03869394⟩
  • Clara Rigaud, Gilles Bailly, Ignacio Avellino, Yvonne Jansen. Exploring Capturing Approaches in Shared Fabrication Workshops: Current Practice and Opportunities. Proceedings of the ACM on Human-Computer Interaction , 2022, Issue CSCW 2022, 6 (CSCW2), ⟨10.1145/3555116⟩. ⟨hal-03695911v2⟩
  • Mehdi Khamassi, Jean-Gabriel Ganascia. L'IA hier et demain. Audition de Jean-Gabriel Ganascia. n°3, 2022. ⟨hal-03852201⟩
  • Antoine Loriette, Baptiste Caramiaux, Sebastian Stein, John Williamson. Using Models of Baseline Gameplay to Design for Physical Rehabilitation. [Research Report] University of Glasgow. 2022. ⟨hal-03800351⟩
  • Yuan Yin, Matthieu Kirchmeyer, Jean-Yves Franceschi, Alain Rakotomamonjy, Patrick Gallinari. Continuous PDE Dynamics Forecasting with Implicit Neural Representations. 2022. ⟨hal-03792179⟩
  • Loïc Goasguen, Jean-Merwan Godon, Sylvain Argentieri. From State Transitions to Sensory Regularity: Structuring Uninterpreted Sensory Signals from Naive Sensorimotor Experiences. 2022. ⟨hal-03537409v3⟩
  • Victoriya Kashtanova, Mihaela Pop, Ibrahim Ayed, Patrick Gallinari, Maxime Sermesant. APHYN-EP: Physics-based deep learning framework to learn and forecast cardiac electrophysiology dynamics. STACOM 2022 - 13th Workhop on Statistical Atlases and Computational Modelling of the Heart, Sep 2022, Singapore, Singapore. ⟨hal-03894974⟩
  • Florent Bonnet, Jocelyn Ahmed Mazari, Paola Cinella, Patrick Gallinari. AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier-Stokes Solutions. 36th Conference on Neural Information Processing Systems (NeurIPS 2022) Track on Datasets and Benchmarks, Nov 2022, New Orleans, United States. ⟨hal-03806092v2⟩
  • Ze Wang, Jingang Qu, Pascal Morin. Deep Learning-based Flight Speed Estimation using Thermal Anemometers. International Micro Air Vehicle Conference, Sep 2022, Delft, Netherlands. ⟨hal-03779784⟩
  • Ze Wang, Jingang Qu, Pascal Morin. Deep Learning-based Flight Speed Estimation using Thermal Anemometers. International Micro Air Vehicle (IMAV), Sep 2022, Delft, Netherlands. ⟨hal-03788445⟩
  • Jimmy Da Silva. Automation of pedicle screw placement by coupling distal bone bio-impedance measurements and robotics. Robotics [cs.RO]. Sorbonne Université, 2022. English. ⟨NNT : 2022SORUS313⟩. ⟨tel-03900424⟩
  • Maya Sahraoui, Marc Pignal, Régine Vignes Lebbe, Vincent Guigue. NEARSIDE: Structured kNowledge Extraction frAmework from SpecIes DEscriptions. Biodiversity Information Science and Standards, 2022, 6, ⟨10.3897/biss.6.94297⟩. ⟨hal-03897571⟩