Learning to estimate and remove non-uniform image blur F Couzinie-Devy, J Sun, K Alahari, J Ponce Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2013 | 123 | 2013 |
Dictionary learning for deblurring and digital zoom F Couzinie-Devy, J Mairal, F Bach, J Ponce arXiv preprint arXiv:1110.0957, 2011 | 45 | 2011 |
Multi-Source domain adaptation via supervised contrastive learning and confident consistency regularization M Scalbert, M Vakalopoulou, F Couzinié-Devy, PS CentraleSupélec British Machine Vision Conference. 32th Conference, BMVC 2021, 2021 | 21 | 2021 |
Generic isolated cell image generator M Scalbert, F Couzinie‐Devy, R Fezzani Cytometry Part A 95 (11), 1198-1206, 2019 | 11 | 2019 |
Test-time image-to-image translation ensembling improves out-of-distribution generalization in histopathology M Scalbert, M Vakalopoulou, F Couzinié-Devy International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 10 | 2022 |
Improving Domain-Invariance in Self-Supervised Learning via Batch Styles Standardization M Scalbert, M Vakalopoulou, F Couzinié-Devy arXiv preprint arXiv:2303.06088, 2023 | 2 | 2023 |
Towards domain-invariant Self-Supervised Learning with Batch Styles Standardization M Scalbert, M Vakalopoulou, F Couzinie-Devy The Twelfth International Conference on Learning Representations, 2023 | 1 | 2023 |
Image-to-image translation trained on unrelated histopathology data helps for domain generalization M Scalbert, M Vakalopoulou, F Couzinie-Devy Medical Imaging with Deep Learning, 2022 | 1 | 2022 |
Systematic characterization of objects in a biological sample T Troude, F Couzinie-devy, R Fezzani, M Scalbert, S Li US Patent App. 17/795,755, 2023 | | 2023 |