Guillaume Couairon

33 papers A* 7A 1B 1Misc 1Journal 20Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	ArchesClimate: Probabilistic Decadal Ensemble Generation With Flow Matching. CoRR Graham Clyne, Guillaume Couairon, Guillaume Gastineau, Claire Monteleoni, Anastase Alexandre Charantonis
2025	B	`conf`	FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models. IJCNN Barbara Toniella Corradini, Mustafa Shukor, Paul Couairon, Guillaume Couairon, Franco Scarselli, Matthieu Cord
2024	J	`jnl`	ArchesWeather & ArchesWeatherGen: a deterministic and generative model for efficient ML weather forecasting. CoRR Guillaume Couairon, Renu Singh, Anastase Alexandre Charantonis, Christian Lessig, Claire Monteleoni
2024	J	`jnl`	ArchesWeather: An efficient AI weather forecasting model at 1.5° resolution. CoRR Guillaume Couairon, Christian Lessig, Anastase Alexandre Charantonis, Claire Monteleoni
2024	J	`jnl`	FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models. CoRR Barbara Toniella Corradini, Mustafa Shukor, Paul Couairon, Guillaume Couairon, Franco Scarselli, Matthieu Cord
2024	Misc	`conf`	Functional Invariants To Watermark Large Transformers. ICASSP Pierre Fernandez, Guillaume Couairon, Teddy Furon, Matthijs Douze
2024	J	`jnl`	GradPaint: Gradient-guided inpainting with diffusion models. Comput. Vis. Image Underst. Asya Grechka, Guillaume Couairon, Matthieu Cord
2024	J	`jnl`	Large Concept Models: Language Modeling in a Sentence Representation Space. CoRR LCM team, Loïc Barrault, Paul-Ambroise Duquenne, Maha Elbayad, Artyom Kozhevnikov, Belen Alastruey, Pierre Andrews, Mariano Coria, Guillaume Couairon, Marta R. Costa-jussà, David Dale, Hady Elsahar, Kevin Heffernan, João Maria Janeiro, Tuan Tran, Christophe Ropers, Eduardo Sánchez, Robin San Roman, Alexandre Mourachko, Safiyyah Saleem, Holger Schwenk
2023	A*	`conf`	DiffEdit: Diffusion-based semantic image editing with mask guidance. ICLR Guillaume Couairon, Jakob Verbeek, Holger Schwenk, Matthieu Cord
2023	J	`jnl`	Functional Invariants to Watermark Large Transformers. CoRR Pierre Fernandez, Guillaume Couairon, Teddy Furon, Matthijs Douze
2023	J	`jnl`	Gradpaint: Gradient-Guided Inpainting with Diffusion Models. CoRR Asya Grechka, Guillaume Couairon, Matthieu Cord
2023	A*	`conf`	Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards. NeurIPS Alexandre Ramé, Guillaume Couairon, Corentin Dancette, Jean-Baptiste Gaya, Mustafa Shukor, Laure Soulier, Matthieu Cord
2023	J	`jnl`	Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards. CoRR Alexandre Ramé, Guillaume Couairon, Mustafa Shukor, Corentin Dancette, Jean-Baptiste Gaya, Laure Soulier, Matthieu Cord
2023	J	`jnl`	Sub-meter resolution canopy height maps using self-supervised learning and a vision transformer trained on Aerial and GEDI Lidar. CoRR Jamie Tolan, Hung-I Yang, Ben Nosarzewski, Guillaume Couairon, Huy V. Vo, John Brandt, Justine Spore, Sayantan Majumdar, Daniel Haziza, Janaki Vamaraju, Théo Moutakanni, Piotr Bojanowski, Tracy Johns, Brian White, Tobias Tiecke, Camille Couprie
2023	—	`—`	Text-Based Semantic Image Editing. (Edition sémantique d'images à partir de requêtes textuelles). Guillaume Couairon
2023	A*	`conf`	The Stable Signature: Rooting Watermarks in Latent Diffusion Models. ICCV Pierre Fernandez, Guillaume Couairon, Hervé Jégou, Matthijs Douze, Teddy Furon
2023	J	`jnl`	The Stable Signature: Rooting Watermarks in Latent Diffusion Models. CoRR Pierre Fernandez, Guillaume Couairon, Hervé Jégou, Matthijs Douze, Teddy Furon
2023	A*	`conf`	Zero-shot spatial layout conditioning for text-to-image diffusion models. ICCV Guillaume Couairon, Marlène Careil, Matthieu Cord, Stéphane Lathuilière, Jakob Verbeek
2023	J	`jnl`	Zero-shot spatial layout conditioning for text-to-image diffusion models. CoRR Guillaume Couairon, Marlène Careil, Matthieu Cord, Stéphane Lathuilière, Jakob Verbeek
2022	J	`jnl`	DiffEdit: Diffusion-based semantic image editing with mask guidance. CoRR Guillaume Couairon, Jakob Verbeek, Holger Schwenk, Matthieu Cord
2022	A*	`conf`	DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion. CVPR Arthur Douillard, Alexandre Ramé, Guillaume Couairon, Matthieu Cord
2022	A	`conf`	Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment. BMVC Mustafa Shukor, Guillaume Couairon, Matthieu Cord
2022	J	`jnl`	Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment. CoRR Mustafa Shukor, Guillaume Couairon, Matthieu Cord
2022	—	`conf`	Embedding Arithmetic of Multimodal Queries for Image Retrieval. CVPR Workshops Guillaume Couairon, Matthijs Douze, Matthieu Cord, Holger Schwenk
2022	A*	`conf`	FLAVA: A Foundational Language And Vision Alignment Model. CVPR Amanpreet Singh, Ronghang Hu, Vedanuj Goswami, Guillaume Couairon, Wojciech Galuba, Marcus Rohrbach, Douwe Kiela
2022	A*	`conf`	FlexIT: Towards Flexible Semantic Image Translation. CVPR Guillaume Couairon, Asya Grechka, Jakob Verbeek, Holger Schwenk, Matthieu Cord
2022	J	`jnl`	FlexIT: Towards Flexible Semantic Image Translation. CoRR Guillaume Couairon, Asya Grechka, Jakob Verbeek, Holger Schwenk, Matthieu Cord
2022	—	`conf`	Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval. CVPR Workshops Mustafa Shukor, Guillaume Couairon, Asya Grechka, Matthieu Cord
2022	J	`jnl`	Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval. CoRR Mustafa Shukor, Guillaume Couairon, Asya Grechka, Matthieu Cord
2021	J	`jnl`	DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion. CoRR Arthur Douillard, Alexandre Ramé, Guillaume Couairon, Matthieu Cord
2021	J	`jnl`	Embedding Arithmetic for Text-driven Image Transformation. CoRR Guillaume Couairon, Matthieu Cord, Matthijs Douze, Holger Schwenk
2021	J	`jnl`	FLAVA: A Foundational Language And Vision Alignment Model. CoRR Amanpreet Singh, Ronghang Hu, Vedanuj Goswami, Guillaume Couairon, Wojciech Galuba, Marcus Rohrbach, Douwe Kiela
2021	J	`jnl`	Generating functional protein variants with variational autoencoders. PLoS Comput. Biol. Alex Hawkins-Hooker, Florence Depardieu, Sebastien Baur, Guillaume Couairon, Arthur Chen, David Bikard