Quentin Garrido
Publications by Year
Research Areas
Generative Adversarial Networks and Image Synthesis, Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Human Pose and Action Recognition, Explainable Artificial Intelligence (XAI)
Most-Cited Works
- → A Cookbook of Self-Supervised Learning(2023)161 cited
- → An Introduction to Vision-Language Modeling(2024)33 cited
- → On the duality between contrastive and non-contrastive self-supervised learning(2022)24 cited
- → Revisiting Feature Prediction for Learning Visual Representations from Video(2024)10 cited
- → The Robustness Limits of SoTA Vision Models to Natural Variation(2022)8 cited
- → Learning and Leveraging World Models in Visual Representation Learning(2024)7 cited
- → Guillotine Regularization: Why removing layers is needed to improve generalization in Self-Supervised Learning(2022)7 cited
- → RankMe: Assessing the downstream performance of pretrained self-supervised representations by their rank(2022)6 cited
- → Visualizing hierarchies in scRNA-seq data using a density tree-biased\n autoencoder(2021)5 cited