Adrien Bardes
Tata Institute of Fundamental Research(IN)École Normale Supérieure(BI)Milieux environnementaux, transferts et interactions dans les hydrosystèmes et les sols(FR)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Advanced Neural Network Applications, Generative Adversarial Networks and Image Synthesis, Human Pose and Action Recognition
Most-Cited Works
- → VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning(2021)285 cited
- → A Cookbook of Self-Supervised Learning(2023)161 cited
- → Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks(2023)26 cited
- → VICRegL: Self-Supervised Learning of Local Visual Features(2022)13 cited
- → Revisiting Feature Prediction for Learning Visual Representations from Video(2024)10 cited
- → No Free Lunch in Self Supervised Representation Learning(2023)9 cited
- → Guillotine Regularization: Why removing layers is needed to improve generalization in Self-Supervised Learning(2022)