Guillaume Couairon

According to our database, Guillaume Couairon authored at least 18 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

GradPaint: Gradient-guided inpainting with diffusion models.

Asya Grechka, Guillaume Couairon, Matthieu Cord

Comput. Vis. Image Underst., 2024

ArchesWeather: An efficient AI weather forecasting model at 1.5° resolution.

Guillaume Couairon, Christian Lessig, Anastase Alexandre Charantonis, Claire Monteleoni

CoRR, 2024

FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models.

Barbara Toniella Corradini, Mustafa Shukor, Paul Couairon, Guillaume Couairon, Franco Scarselli, Matthieu Cord

CoRR, 2024

Functional Invariants To Watermark Large Transformers.

Pierre Fernandez, Guillaume Couairon, Teddy Furon, Matthijs Douze

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Text-Based Semantic Image Editing. (Edition sémantique d'images à partir de requêtes textuelles).

Guillaume Couairon

PhD thesis, 2023

Sub-meter resolution canopy height maps using self-supervised learning and a vision transformer trained on Aerial and GEDI Lidar.

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

CoRR, 2023

Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards.

Alexandre Ramé, Guillaume Couairon, Corentin Dancette, Jean-Baptiste Gaya, Mustafa Shukor, Laure Soulier, Matthieu Cord

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

DiffEdit: Diffusion-based semantic image editing with mask guidance.

Guillaume Couairon, Jakob Verbeek, Holger Schwenk, Matthieu Cord

Proceedings of the Eleventh International Conference on Learning Representations, 2023

The Stable Signature: Rooting Watermarks in Latent Diffusion Models.

Pierre Fernandez, Guillaume Couairon, Hervé Jégou, Matthijs Douze, Teddy Furon

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Zero-shot spatial layout conditioning for text-to-image diffusion models.

Guillaume Couairon, Marlène Careil, Matthieu Cord, Stéphane Lathuilière, Jakob Verbeek

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

FLAVA: A Foundational Language And Vision Alignment Model.

Amanpreet Singh, Ronghang Hu, Vedanuj Goswami, Guillaume Couairon, Wojciech Galuba, Marcus Rohrbach, Douwe Kiela

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval.

Mustafa Shukor, Guillaume Couairon, Asya Grechka, Matthieu Cord

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion.

Arthur Douillard, Alexandre Ramé, Guillaume Couairon, Matthieu Cord

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

FlexIT: Towards Flexible Semantic Image Translation.

Guillaume Couairon, Asya Grechka, Jakob Verbeek, Holger Schwenk, Matthieu Cord

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Embedding Arithmetic of Multimodal Queries for Image Retrieval.

Guillaume Couairon, Matthijs Douze, Matthieu Cord, Holger Schwenk

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment.

Mustafa Shukor, Guillaume Couairon, Matthieu Cord

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Generating functional protein variants with variational autoencoders.

Alex Hawkins-Hooker, Florence Depardieu, Sebastien Baur, Guillaume Couairon, Arthur Chen, David Bikard

PLoS Comput. Biol., 2021

Embedding Arithmetic for Text-driven Image Transformation.

Guillaume Couairon, Matthieu Cord, Matthijs Douze, Holger Schwenk

CoRR, 2021