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Guillaume Couairon
2020 – today
- 2024
- [j2]Asya Grechka, Guillaume Couairon, Matthieu Cord:
GradPaint: Gradient-guided inpainting with diffusion models. Comput. Vis. Image Underst. 240: 103928 (2024) - [c11]Pierre Fernandez, Guillaume Couairon, Teddy Furon, Matthijs Douze:
Functional Invariants To Watermark Large Transformers. ICASSP 2024: 4815-4819 - [i17]Barbara Toniella Corradini
, Mustafa Shukor, Paul Couairon, Guillaume Couairon, Franco Scarselli, Matthieu Cord:
FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models. CoRR abs/2403.20105 (2024) - [i16]Guillaume Couairon, Christian Lessig, Anastase Alexandre Charantonis, Claire Monteleoni:
ArchesWeather: An efficient AI weather forecasting model at 1.5° resolution. CoRR abs/2405.14527 (2024) - [i15]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:
Large Concept Models: Language Modeling in a Sentence Representation Space. CoRR abs/2412.08821 (2024) - [i14]Guillaume Couairon, Renu Singh, Anastase Alexandre Charantonis, Christian Lessig, Claire Monteleoni:
ArchesWeather & ArchesWeatherGen: a deterministic and generative model for efficient ML weather forecasting. CoRR abs/2412.12971 (2024) - 2023
- [b1]Guillaume Couairon:
Text-Based Semantic Image Editing. (Edition sémantique d'images à partir de requêtes textuelles). Sorbonne University, Paris, France, 2023 - [c10]Guillaume Couairon, Marlène Careil, Matthieu Cord, Stéphane Lathuilière, Jakob Verbeek:
Zero-shot spatial layout conditioning for text-to-image diffusion models. ICCV 2023: 2174-2183 - [c9]Pierre Fernandez, Guillaume Couairon, Hervé Jégou, Matthijs Douze, Teddy Furon:
The Stable Signature: Rooting Watermarks in Latent Diffusion Models. ICCV 2023: 22409-22420 - [c8]Guillaume Couairon, Jakob Verbeek, Holger Schwenk, Matthieu Cord:
DiffEdit: Diffusion-based semantic image editing with mask guidance. ICLR 2023 - [c7]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 - [i13]Pierre Fernandez, Guillaume Couairon, Hervé Jégou, Matthijs Douze, Teddy Furon:
The Stable Signature: Rooting Watermarks in Latent Diffusion Models. CoRR abs/2303.15435 (2023) - [i12]Jamie Tolan, Hung-I Yang, Ben Nosarzewski, Guillaume Couairon, Huy V. Vo, John Brandt, Justine Spore, Sayantan Majumdar, Daniel Haziza, Janaki Vamaraju, Théo Moutakanni
Sub-meter resolution canopy height maps using self-supervised learning and a vision transformer trained on Aerial and GEDI Lidar. CoRR abs/2304.07213 (2023) - [i11]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 abs/2306.04488 (2023) - [i10]Guillaume Couairon, Marlène Careil, Matthieu Cord, Stéphane Lathuilière, Jakob Verbeek:
Zero-shot spatial layout conditioning for text-to-image diffusion models. CoRR abs/2306.13754 (2023) - [i9]Asya Grechka, Guillaume Couairon, Matthieu Cord:
Gradpaint: Gradient-Guided Inpainting with Diffusion Models. CoRR abs/2309.09614 (2023) - [i8]Pierre Fernandez, Guillaume Couairon, Teddy Furon, Matthijs Douze:
Functional Invariants to Watermark Large Transformers. CoRR abs/2310.11446 (2023) - 2022
- [c6]Mustafa Shukor, Guillaume Couairon, Matthieu Cord:
Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment. BMVC 2022: 353 - [c5]Mustafa Shukor, Guillaume Couairon, Asya Grechka, Matthieu Cord:
Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval. CVPR Workshops 2022: 4566-4577 - [c4]Guillaume Couairon, Matthijs Douze, Matthieu Cord, Holger Schwenk:
Embedding Arithmetic of Multimodal Queries for Image Retrieval. CVPR Workshops 2022: 4946-4954 - [c3]Arthur Douillard, Alexandre Ramé, Guillaume Couairon, Matthieu Cord:
DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion. CVPR 2022: 9275-9285 - [c2]Amanpreet Singh, Ronghang Hu, Vedanuj Goswami, Guillaume Couairon, Wojciech Galuba, Marcus Rohrbach, Douwe Kiela:
FLAVA: A Foundational Language And Vision Alignment Model. CVPR 2022: 15617-15629 - [c1]Guillaume Couairon, Asya Grechka, Jakob Verbeek, Holger Schwenk, Matthieu Cord:
FlexIT: Towards Flexible Semantic Image Translation. CVPR 2022: 18249-18258 - [i7]Guillaume Couairon, Asya Grechka, Jakob Verbeek, Holger Schwenk, Matthieu Cord:
FlexIT: Towards Flexible Semantic Image Translation. CoRR abs/2203.04705 (2022) - [i6]Mustafa Shukor, Guillaume Couairon, Asya Grechka, Matthieu Cord:
Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval. CoRR abs/2204.09730 (2022) - [i5]Mustafa Shukor, Guillaume Couairon, Matthieu Cord:
Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment. CoRR abs/2208.13628 (2022) - [i4]Guillaume Couairon, Jakob Verbeek, Holger Schwenk, Matthieu Cord:
DiffEdit: Diffusion-based semantic image editing with mask guidance. CoRR abs/2210.11427 (2022) - 2021
- [j1]Alex Hawkins-Hooker, Florence Depardieu
Generating functional protein variants with variational autoencoders. PLoS Comput. Biol. 17(2) (2021) - [i3]Arthur Douillard, Alexandre Ramé, Guillaume Couairon, Matthieu Cord:
DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion. CoRR abs/2111.11326 (2021) - [i2]Guillaume Couairon, Matthieu Cord, Matthijs Douze, Holger Schwenk:
Embedding Arithmetic for Text-driven Image Transformation. CoRR abs/2112.03162 (2021) - [i1]Amanpreet Singh, Ronghang Hu, Vedanuj Goswami, Guillaume Couairon, Wojciech Galuba, Marcus Rohrbach, Douwe Kiela:
FLAVA: A Foundational Language And Vision Alignment Model. CoRR abs/2112.04482 (2021)
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