| Word2Vec applied to Recommendation: Hyperparameters Matter H Caselles-Dupré, F Lesaint, J Royo-Letelier RecSys '18 Proceedings of the 12th ACM Conference on Recommender Systems …, 2018 | 211 | 2018 |
| Generative Models from the perspective of Continual Learning T Lesort, H Caselles-Dupré, M Garcia-Ortiz, A Stoian, D Filliat International Joint Conference on Neural Networks (IJCNN 2019), 2018 | 181 | 2018 |
| DisCoRL: Continual Reinforcement Learning via Policy Distillation R Traoré, H Caselles-Dupré, T Lesort, T Sun, G Cai, N Díaz-Rodríguez, ... NeurIPS 2019 Workshop on Deep Reinforcement Learning, 2019 | 117* | 2019 |
| Symmetry-based Disentangled Representation Learning requires Interaction with Environments H Caselles-Dupré, M Garcia Ortiz, D Filliat Advances in Neural Information Processing Systems 33, 4606-4615, 2019 | 75 | 2019 |
| S-TRIGGER: Continual State Representation Learning via Self-Triggered Generative Replay H Caselles-Dupré, M Garcia-Ortiz, D Filliat International Joint Conference on Neural Networks (IJCNN 2021), 2019 | 38* | 2019 |
| Towards teachable autonomous agents O Sigaud, H Caselles-Dupré, C Colas, A Akakzia, PY Oudeyer, ... | 27* | 2021 |
| Flatland: a Lightweight First-Person 2-D Environment for Reinforcement Learning H Caselles-Dupré, L Annabi, O Hagen, M Garcia-Ortiz, D Filliat Workshop on Continual Unsupervised Sensorimotor Learning, ICDL-EpiRob 2018 …, 2018 | 15 | 2018 |
| On the Sensory Commutativity of Action Sequences for Embodied Agents H Caselles-Dupré, M Garcia-Ortiz, D Filliat AAMAS 2021 - 20th International Conference on Autonomous Agents and …, 2020 | 5 | 2020 |
| Are standard object segmentation models sufficient for learning affordance segmentation? H Caselles-Dupré, M Garcia-Ortiz, D Filliat arXiv preprint arXiv:2107.02095, 2021 | 4 | 2021 |
| Overcoming Referential Ambiguity in language-guided goal-conditioned Reinforcement Learning H Caselles-Dupré, O Sigaud, M Chetouani NeurIPS 2022 workshop on Language and Reinforcement Learning, 2022 | 2 | 2022 |
| Pragmatically Learning from Pedagogical Demonstrations in Multi-Goal Environments H Caselles-Dupré, O Sigaud, M Chetouani Advances in Neural Information Processing Systems 36, 2022 | 2 | 2022 |
| Utility-based Adaptive Teaching Strategies using Bayesian Theory of Mind C Grislain, H Caselles-Dupré, O Sigaud, M Chetouani arXiv preprint arXiv:2309.17275, 2023 | 1 | 2023 |
| Pedagogical Demonstrations and Pragmatic Learning in Artificial Tutor-Learner Interactions H Caselles-Dupré, M Chetouani, O Sigaud International Conference on Human-Robot Interaction (HRI 2022) workshop on …, 2022 | 1 | 2022 |
| OnlyFlow: Optical Flow based Motion Conditioning for Video Diffusion Models M Koroglu, H Caselles-Dupré, GJ Sanmiguel, M Cord arXiv preprint arXiv:2411.10501, 2024 | | 2024 |
| Mind-to-Image: Projecting Visual Mental Imagination of the Brain from fMRI H Caselles-Dupré, C Mellerio, P Hérent, A Lopez-Persem, B Béranger, ... ICML 2024 workshop AI4Science, 2024 | | 2024 |
| Enhancing Agent Communication and Learning through Action and Language H Caselles-Dupré, O Sigaud, M Chetouani arXiv preprint arXiv:2308.10842, 2023 | | 2023 |
| SCOD: Active Object Detection for Embodied Agents using Sensory Commutativity of Action Sequences H Caselles-Dupré, M Garcia-Ortiz, D Filliat NeurIPS 2020 Workshop on BabyMind, 2020, 2021 | | 2021 |
| On the role of Actions and Machine Learning in Artificial Agent Perception. H Caselles-Dupré Institut Polytechnique de Paris, 2021 | | 2021 |
| Help Me Explore: Combining Autotelic and Social Learning via Active Goal Queries A Akakzia, H Caselles-Dupré, O Serris, M CHETOUANI, O Sigaud, ... | | |
David FilliatProfessor, ENSTA ParisVerified email at ensta-paris.fr