Mairal, Julien

Emerging Properties in Self-Supervised Vision Transformers

Caron, M., Touvron, H., Misra, I., Jégou, H., Mairal, J., Bojanowski, P., & Joulin, A. (2021) · arXiv

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 5,932

Emerging Properties in Self-Supervised Vision Transformers

Caron, M., Touvron, H., Misra, I., Jegou, H., Mairal, J., Bojanowski, P., & Joulin, A. (2021) · 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 5,638

Unsupervised Learning of Visual Features by Contrasting Cluster Assignments

Caron, M., Misra, I., Mairal, J., Goyal, P., Bojanowski, P., & Joulin, A. (2020) · arXiv

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 2,499

Sparse Representation for Color Image Restoration

Mairal, J., Elad, M., & Sapiro, G. (2008) · IEEE Transactions on Image Processing

Image and Signal Denoising MethodsSparse and Compressive Sensing Techniques

Cited by 1,716

DINOv2: Learning Robust Visual Features without Supervision

Oquab, M., Darcet, T., Moutakanni, T., Vo, H., Szafraniec, M., Khalidov, V., Fernandez, P., Haziza, D., Massa, F., El-Nouby, A., et al. (2023) · arXiv

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 1,078

Unsupervised Pre-Training of Image Features on Non-Curated Data

Caron, M., Bojanowski, P., Mairal, J., & Joulin, A. (2019) · 2019 IEEE/CVF International Conference on Computer Vision (ICCV)

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 258

Vision Transformers Need Registers

Darcet, T., Oquab, M., Mairal, J., & Bojanowski, P. (2023) · arXiv

Advanced Neural Network ApplicationsVisual Attention and Saliency Detection

Cited by 90