| Flava: A foundational language and vision alignment model A Singh, R Hu, V Goswami, G Couairon, W Galuba, M Rohrbach, D Kiela Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 | 738 | 2022 |
| Diffedit: Diffusion-based semantic image editing with mask guidance G Couairon, J Verbeek, H Schwenk, M Cord arXiv preprint arXiv:2210.11427, 2022 | 447 | 2022 |
| Dytox: Transformers for continual learning with dynamic token expansion A Douillard, A Ramé, G Couairon, M Cord Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 | 368 | 2022 |
| Generating functional protein variants with variational autoencoders A Hawkins-Hooker, F Depardieu, S Baur, G Couairon, A Chen, D Bikard PLoS computational biology 17 (2), e1008736, 2021 | 214 | 2021 |
| The stable signature: Rooting watermarks in latent diffusion models P Fernandez, G Couairon, H Jégou, M Douze, T Furon Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 204 | 2023 |
| Rewarded soups: towards pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards A Rame, G Couairon, C Dancette, JB Gaya, M Shukor, L Soulier, M Cord Advances in Neural Information Processing Systems 36, 71095-71134, 2023 | 112 | 2023 |
| Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on aerial lidar J Tolan, HI Yang, B Nosarzewski, G Couairon, HV Vo, J Brandt, J Spore, ... Remote Sensing of Environment 300, 113888, 2024 | 82* | 2024 |
| Zero-shot spatial layout conditioning for text-to-image diffusion models G Couairon, M Careil, M Cord, S Lathuiliere, J Verbeek Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 58 | 2023 |
| Flexit: Towards flexible semantic image translation G Couairon, A Grechka, J Verbeek, H Schwenk, M Cord Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 | 37 | 2022 |
| Embedding arithmetic of multimodal queries for image retrieval G Couairon, M Douze, M Cord, H Schwenk Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 | 28* | 2022 |
| Efficient vision-language pretraining with visual concepts and hierarchical alignment M Shukor, G Couairon, M Cord arXiv preprint arXiv:2208.13628, 2022 | 23 | 2022 |
| Transformer decoders with multimodal regularization for cross-modal food retrieval M Shukor, G Couairon, A Grechka, M Cord Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 23 | 2022 |
| GradPaint: Gradient-guided inpainting with diffusion models A Grechka, G Couairon, M Cord Computer Vision and Image Understanding 240, 103928, 2024 | 13 | 2024 |
| Functional invariants to watermark large transformers P Fernandez, G Couairon, T Furon, M Douze ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 7 | 2024 |
| Freeseg-diff: Training-free open-vocabulary segmentation with diffusion models BT Corradini, M Shukor, P Couairon, G Couairon, F Scarselli, M Cord arXiv preprint arXiv:2403.20105, 2024 | 3 | 2024 |
| Large Concept Models: Language Modeling in a Sentence Representation Space L Barrault, PA Duquenne, M Elbayad, A Kozhevnikov, B Alastruey, ... arXiv e-prints, arXiv: 2412.08821, 2024 | 2 | 2024 |
| ArchesWeather: An efficient AI weather forecasting model at 1.5º resolution G Couairon, C Lessig, A Charantonis, C Monteleoni arXiv preprint arXiv:2405.14527, 2024 | 1 | 2024 |
| ArchesWeather & ArchesWeatherGen: a deterministic and generative model for efficient ML weather forecasting G Couairon, R Singh, A Charantonis, C Lessig, C Monteleoni arXiv preprint arXiv:2412.12971, 2024 | | 2024 |
| Large Concept Models: Language Modeling in a Sentence Representation Space LCM The, L Barrault, PA Duquenne, M Elbayad, A Kozhevnikov, ... arXiv preprint arXiv:2412.08821, 2024 | | 2024 |
| Text-Based Semantic Image Editing G Couairon Sorbonne Université, 2023 | | 2023 |
Matthieu CordProfessor Sorbonne University / Scientific Director valeo.aiPatvirtintas el. paštas sorbonne-universite.fr