Guillaume Couairon

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 28

Top Topics

Semantically Meaningful

Viral Marketing

Diffusion Models

Robust Image Watermarking

Top Venues

Publications

Guillaume Couairon, Christian Lessig, Anastase Alexandre Charantonis, Claire Monteleoni
ArchesWeather: An efficient AI weather forecasting model at 1.5° resolution. CoRR (2024)
Barbara Toniella Corradini, Mustafa Shukor, Paul Couairon, Guillaume Couairon, Franco Scarselli, Matthieu Cord
FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models. CoRR (2024)
Asya Grechka, Guillaume Couairon, Matthieu Cord
GradPaint: Gradient-guided inpainting with diffusion models. Comput. Vis. Image Underst. 240 (2024)
Pierre Fernandez, Guillaume Couairon, Teddy Furon, Matthijs Douze
Functional Invariants To Watermark Large Transformers. ICASSP (2024)
Guillaume Couairon, Marlène Careil, Matthieu Cord, Stéphane Lathuilière, Jakob Verbeek
Zero-shot spatial layout conditioning for text-to-image diffusion models. ICCV (2023)
Guillaume Couairon, Jakob Verbeek, Holger Schwenk, Matthieu Cord
DiffEdit: Diffusion-based semantic image editing with mask guidance. ICLR (2023)
Alexandre Ramé, Guillaume Couairon, Corentin Dancette, Jean-Baptiste Gaya, Mustafa Shukor, Laure Soulier, Matthieu Cord
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards. NeurIPS (2023)
Guillaume Couairon, Marlène Careil, Matthieu Cord, Stéphane Lathuilière, Jakob Verbeek
Zero-shot spatial layout conditioning for text-to-image diffusion models. CoRR (2023)
Pierre Fernandez, Guillaume Couairon, Hervé Jégou, Matthijs Douze, Teddy Furon
The Stable Signature: Rooting Watermarks in Latent Diffusion Models. CoRR (2023)
Alexandre Ramé, Guillaume Couairon, Mustafa Shukor, Corentin Dancette, Jean-Baptiste Gaya, Laure Soulier, Matthieu Cord
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards. CoRR (2023)
Jamie Tolan, Hung-I Yang, Ben Nosarzewski, Guillaume Couairon, Huy Vo, John Brandt, Justine Spore, Sayantan Majumdar, Daniel Haziza, Janaki Vamaraju, Theo Moutakani, Piotr Bojanowski, Tracy Johns, Brian White, Tobias Tiecke, Camille Couprie
Sub-meter resolution canopy height maps using self-supervised learning and a vision transformer trained on Aerial and GEDI Lidar. CoRR (2023)
Asya Grechka, Guillaume Couairon, Matthieu Cord
Gradpaint: Gradient-Guided Inpainting with Diffusion Models. CoRR (2023)
Pierre Fernandez, Guillaume Couairon, Hervé Jégou, Matthijs Douze, Teddy Furon
The Stable Signature: Rooting Watermarks in Latent Diffusion Models. ICCV (2023)
Pierre Fernandez, Guillaume Couairon, Teddy Furon, Matthijs Douze
Functional Invariants to Watermark Large Transformers. CoRR (2023)
Arthur Douillard, Alexandre Ramé, Guillaume Couairon, Matthieu Cord
DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion. CVPR (2022)
Guillaume Couairon, Asya Grechka, Jakob Verbeek, Holger Schwenk, Matthieu Cord
FlexIT: Towards Flexible Semantic Image Translation. CoRR (2022)
Mustafa Shukor, Guillaume Couairon, Matthieu Cord
Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment. BMVC (2022)
Amanpreet Singh, Ronghang Hu, Vedanuj Goswami, Guillaume Couairon, Wojciech Galuba, Marcus Rohrbach, Douwe Kiela
FLAVA: A Foundational Language And Vision Alignment Model. CVPR (2022)
Mustafa Shukor, Guillaume Couairon, Asya Grechka, Matthieu Cord
Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval. CoRR (2022)
Guillaume Couairon, Matthijs Douze, Matthieu Cord, Holger Schwenk
Embedding Arithmetic of Multimodal Queries for Image Retrieval. CVPR Workshops (2022)
Guillaume Couairon, Asya Grechka, Jakob Verbeek, Holger Schwenk, Matthieu Cord
FlexIT: Towards Flexible Semantic Image Translation. CVPR (2022)
Mustafa Shukor, Guillaume Couairon, Matthieu Cord
Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment. CoRR (2022)
Mustafa Shukor, Guillaume Couairon, Asya Grechka, Matthieu Cord
Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval. CVPR Workshops (2022)
Guillaume Couairon, Jakob Verbeek, Holger Schwenk, Matthieu Cord
DiffEdit: Diffusion-based semantic image editing with mask guidance. CoRR (2022)
Alex Hawkins-Hooker, Florence Depardieu, Sebastien Baur, Guillaume Couairon, Arthur Chen, David Bikard
Generating functional protein variants with variational autoencoders. PLoS Comput. Biol. 17 (2) (2021)
Amanpreet Singh, Ronghang Hu, Vedanuj Goswami, Guillaume Couairon, Wojciech Galuba, Marcus Rohrbach, Douwe Kiela
FLAVA: A Foundational Language And Vision Alignment Model. CoRR (2021)
Guillaume Couairon, Matthieu Cord, Matthijs Douze, Holger Schwenk
Embedding Arithmetic for Text-driven Image Transformation. CoRR (2021)
Arthur Douillard, Alexandre Ramé, Guillaume Couairon, Matthieu Cord
DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion. CoRR (2021)