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Guillaume Couairon
Guillaume Couairon
Verified email at inria.fr
Title
Cited by
Cited by
Year
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
4642022
Diffedit: Diffusion-based semantic image editing with mask guidance
G Couairon, J Verbeek, H Schwenk, M Cord
arXiv preprint arXiv:2210.11427, 2022
2392022
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
2212022
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
1752021
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
672023
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
282022
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
262024
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
222023
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
20*2022
Efficient vision-language pretraining with visual concepts and hierarchical alignment
M Shukor, G Couairon, M Cord
arXiv preprint arXiv:2208.13628, 2022
152022
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
12*2024
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
122022
GradPaint: Gradient-guided inpainting with diffusion models
A Grechka, G Couairon, M Cord
Computer Vision and Image Understanding 240, 103928, 2024
22024
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
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
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Articles 1–17