| Revisiting Discriminative vs. Generative Classifiers: Theory and Implications | Feb 5, 2023 | Few-Shot LearningImage Classification | CodeCode Available | 1 |
| Similarity Contrastive Estimation for Image and Video Soft Contrastive Self-Supervised Learning | Dec 21, 2022 | Contrastive LearningLinear evaluation | CodeCode Available | 1 |
| Pose-disentangled Contrastive Learning for Self-supervised Facial Representation | Nov 24, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Revisiting the Critical Factors of Augmentation-Invariant Representation Learning | Jul 30, 2022 | Linear evaluationRepresentation Learning | CodeCode Available | 1 |
| Fast-MoCo: Boost Momentum-based Contrastive Learning with Combinatorial Patches | Jul 17, 2022 | Contrastive LearningLinear evaluation | CodeCode Available | 1 |
| Bridging Video-text Retrieval with Multiple Choice Questions | Jan 13, 2022 | Action RecognitionLinear evaluation | CodeCode Available | 1 |
| Exploring the Equivalence of Siamese Self-Supervised Learning via A Unified Gradient Framework | Dec 9, 2021 | Contrastive LearningLinear evaluation | CodeCode Available | 1 |
| Similarity Contrastive Estimation for Self-Supervised Soft Contrastive Learning | Nov 29, 2021 | Contrastive LearningLinear evaluation | CodeCode Available | 1 |
| When Does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning? | Nov 1, 2021 | Adversarial RobustnessContrastive Learning | CodeCode Available | 1 |
| Temperature as Uncertainty in Contrastive Learning | Oct 8, 2021 | Contrastive LearningLinear evaluation | CodeCode Available | 1 |
