| 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 | 445 | 2022 |
| Diffedit: Diffusion-based semantic image editing with mask guidance G Couairon, J Verbeek, H Schwenk, M Cord arXiv preprint arXiv:2210.11427, 2022 | 229 | 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 | 212 | 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 | 169 | 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 | 57 | 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 | 27 | 2022 |
| 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, 2024 | 22 | 2024 |
| Zero-shot spatial layout conditioning for text-to-image diffusion models G Couairon, M Careil, M Cord, S Lathuilière, J Verbeek Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 20 | 2023 |
| 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 | 18* | 2022 |
| Efficient vision-language pretraining with visual concepts and hierarchical alignment M Shukor, G Couairon, M Cord arXiv preprint arXiv:2208.13628, 2022 | 15 | 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 | 12 | 2022 |
| Sub-meter resolution canopy height maps using self-supervised learning and a vision transformer trained on Aerial and GEDI Lidar J Tolan, HI Yang, B Nosarzewski, G Couairon, H Vo, J Brandt, J Spore, ... arXiv e-prints, arXiv: 2304.07213, 2023 | 5 | 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 | 2 | 2024 |
| GradPaint: Gradient-guided inpainting with diffusion models A Grechka, G Couairon, M Cord Computer Vision and Image Understanding 240, 103928, 2024 | 1 | 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 | | 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 | | 2024 |
| FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models B Toniella Corradini, M Shukor, P Couairon, G Couairon, F Scarselli, ... arXiv e-prints, arXiv: 2403.20105, 2024 | | 2024 |
| Text-Based Semantic Image Editing G Couairon Sorbonne Université, 2023 | | 2023 |
| Tatouage numérique de modèles de diffusion latente P FERNANDEZ, G COUAIRON, H JÉGOU, M DOUZE, T FURON | | |
Matthieu CordProfessor Sorbonne University / Scientific Director valeo.aiVerified email at sorbonne-universite.fr
