Hugo Caselles-Dupré

33 papers A* 2A 2B 2Journal 25Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	FrescoDiffusion: 4K Image-to-Video with Prior-Regularized Tiled Diffusion. CoRR Hugo Caselles-Dupré, Mathis Koroglu, Guillaume Jeanneret, Arnaud Dapogny, Matthieu Cord
2025	—	`conf`	OnlyFlow: Optical Flow based Motion Conditioning for Video Diffusion Models. CVPR Workshops Mathis Koroglu, Hugo Caselles-Dupré, Guillaume Jeanneret, Matthieu Cord
2025	J	`jnl`	Proportion and Perspective Control for Flow-Based Image Generation. CoRR Julien Boudier, Hugo Caselles-Dupré
2025	J	`jnl`	Weaving the Future: Generative AI and the Reimagining of Fashion Design. CoRR Pierre-Marie Chauvin, Angèle Merlin, Xavier Fresquet, Hugo Caselles-Dupré, Benjamin Simmenauer, Mathieu de Fayet
2024	J	`jnl`	Mind-to-Image: Projecting Visual Mental Imagination of the Brain from fMRI. CoRR Hugo Caselles-Dupré, Charles Mellerio, Paul Hérent, Alizée Lopez-Persem, Benoit Béranger, Mathieu Soularue, Pierre Fautrel, Gauthier Vernier, Matthieu Cord
2024	J	`jnl`	OnlyFlow: Optical Flow based Motion Conditioning for Video Diffusion Models. CoRR Mathis Koroglu, Hugo Caselles-Dupré, Guillaume Jeanneret Sanmiguel, Matthieu Cord
2023	J	`jnl`	Enhancing Agent Communication and Learning through Action and Language. CoRR Hugo Caselles-Dupré, Olivier Sigaud, Mohamed Chetouani
2023	J	`jnl`	Toward Teachable Autotelic Agents. IEEE Trans. Cogn. Dev. Syst. Olivier Sigaud, Ahmed Akakzia, Hugo Caselles-Dupré, Cédric Colas, Pierre-Yves Oudeyer, Mohamed Chetouani
2023	J	`jnl`	Utility-based Adaptive Teaching Strategies using Bayesian Theory of Mind. CoRR Clémence Grislain, Hugo Caselles-Dupré, Olivier Sigaud, Mohamed Chetouani
2022	J	`jnl`	Overcoming Referential Ambiguity in Language-Guided Goal-Conditioned Reinforcement Learning. CoRR Hugo Caselles-Dupré, Olivier Sigaud, Mohamed Chetouani
2022	J	`jnl`	Pedagogical Demonstrations and Pragmatic Learning in Artificial Tutor-Learner Interactions. CoRR Hugo Caselles-Dupré, Mohamed Chetouani, Olivier Sigaud
2022	A*	`conf`	Pragmatically Learning from Pedagogical Demonstrations in Multi-Goal Environments. NeurIPS Hugo Caselles-Dupré, Olivier Sigaud, Mohamed Chetouani
2022	J	`jnl`	Pragmatically Learning from Pedagogical Demonstrations in Multi-Goal Environments. CoRR Hugo Caselles-Dupré, Olivier Sigaud, Mohamed Chetouani
2021	J	`jnl`	Are standard Object Segmentation models sufficient for Learning Affordance Segmentation? CoRR Hugo Caselles-Dupré, Michaël Garcia Ortiz, David Filliat
2021	A	`conf`	On the Sensory Commutativity of Action Sequences for Embodied Agents. AAMAS Hugo Caselles-Dupré, Michaël Garcia Ortiz, David Filliat
2021	—	`—`	On the role of Actions and Machine Learning in Artificial Agent Perception. (Du rôle des Actions et de l'Apprentissage Automatique dans la Perception des Agents Artificiels). Hugo Caselles-Dupré
2021	B	`conf`	S-TRIGGER: Continual State Representation Learning via Self-Triggered Generative Replay. IJCNN Hugo Caselles-Dupré, Michaël Garcia Ortiz, David Filliat
2021	J	`jnl`	SCOD: Active Object Detection for Embodied Agents using Sensory Commutativity of Action Sequences. CoRR Hugo Caselles-Dupré, Michaël Garcia Ortiz, David Filliat
2021	J	`jnl`	Towards Teachable Autonomous Agents. CoRR Olivier Sigaud, Hugo Caselles-Dupré, Cédric Colas, Ahmed Akakzia, Pierre-Yves Oudeyer, Mohamed Chetouani
2020	J	`jnl`	Electric Dreams of Ukiyo: A Series of Japanese Artworks Created by an Artificial Intelligence. Patterns Gauthier Vernier, Hugo Caselles-Dupré, Peirre Fautrel
2020	J	`jnl`	Facets of AGI: Where Science Meets Spirituality. Patterns Gauthier Vernier, Hugo Caselles-Dupré, Pierre Fautrel
2020	J	`jnl`	On the Sensory Commutativity of Action Sequences for Embodied Agents. CoRR Hugo Caselles-Dupré, Michaël Garcia Ortiz, David Filliat
2019	J	`jnl`	Continual Reinforcement Learning deployed in Real-life using Policy Distillation and Sim2Real Transfer. CoRR René Traoré, Hugo Caselles-Dupré, Timothée Lesort, Te Sun, Natalia Díaz Rodríguez, David Filliat
2019	J	`jnl`	DisCoRL: Continual Reinforcement Learning via Policy Distillation. CoRR René Traoré, Hugo Caselles-Dupré, Timothée Lesort, Te Sun, Guanghang Cai, Natalia Díaz Rodríguez, David Filliat
2019	B	`conf`	Generative Models from the perspective of Continual Learning. IJCNN Timothée Lesort, Hugo Caselles-Dupré, Michaël Garcia Ortiz, Andrei Stoian, David Filliat
2019	J	`jnl`	S-TRIGGER: Continual State Representation Learning via Self-Triggered Generative Replay. CoRR Hugo Caselles-Dupré, Michaël Garcia Ortiz, David Filliat
2019	A*	`conf`	Symmetry-Based Disentangled Representation Learning requires Interaction with Environments. NeurIPS Hugo Caselles-Dupré, Michaël Garcia Ortiz, David Filliat
2019	J	`jnl`	Symmetry-Based Disentangled Representation Learning requires Interaction with Environments. CoRR Hugo Caselles-Dupré, Michaël Garcia Ortiz, David Filliat
2018	J	`jnl`	Continual State Representation Learning for Reinforcement Learning using Generative Replay. CoRR Hugo Caselles-Dupré, Michaël Garcia Ortiz, David Filliat
2018	J	`jnl`	Flatland: a Lightweight First-Person 2-D Environment for Reinforcement Learning. CoRR Hugo Caselles-Dupré, Louis Annabi, Oksana Hagen, Michaël Garcia Ortiz, David Filliat
2018	J	`jnl`	Generative Models from the perspective of Continual Learning. CoRR Timothée Lesort, Hugo Caselles-Dupré, Michaël Garcia Ortiz, Andrei Stoian, David Filliat
2018	J	`jnl`	Word2Vec applied to Recommendation: Hyperparameters Matter. CoRR Hugo Caselles-Dupré, Florian Lesaint, Jimena Royo-Letelier
2018	A	`conf`	Word2vec applied to recommendation: hyperparameters matter. RecSys Hugo Caselles-Dupré, Florian Lesaint, Jimena Royo-Letelier