| Self-Adaptive Training: Bridging Supervised and Self-Supervised Learning | Jan 21, 2021 | Linear evaluationRepresentation Learning | CodeCode Available | 1 | 5 |
| Emerging Properties in Self-Supervised Vision Transformers | Apr 29, 2021 | Copy DetectionImage Classification | CodeCode Available | 1 | 5 |
| Compressive Visual Representations | Sep 27, 2021 | Contrastive LearningImage Classification | CodeCode Available | 1 | 5 |
| Frequency-Masked Embedding Inference: A Non-Contrastive Approach for Time Series Representation Learning | Dec 30, 2024 | Contrastive LearningLinear evaluation | CodeCode Available | 1 | 5 |
| CompRess: Self-Supervised Learning by Compressing Representations | Oct 28, 2020 | Linear evaluationModel Compression | CodeCode Available | 1 | 5 |
| How Useful is Self-Supervised Pretraining for Visual Tasks? | Mar 31, 2020 | Linear evaluation | CodeCode Available | 1 | 5 |
| Exploring the Equivalence of Siamese Self-Supervised Learning via A Unified Gradient Framework | Dec 9, 2021 | Contrastive LearningLinear evaluation | CodeCode Available | 1 | 5 |
| Fast-MoCo: Boost Momentum-based Contrastive Learning with Combinatorial Patches | Jul 17, 2022 | Contrastive LearningLinear evaluation | CodeCode Available | 1 | 5 |
| Self-Supervised Learning with Kernel Dependence Maximization | Jun 15, 2021 | Depth EstimationLinear evaluation | CodeCode Available | 1 | 5 |
| Temporal Knowledge Consistency for Unsupervised Visual Representation Learning | Aug 24, 2021 | Linear evaluationRepresentation Learning | CodeCode Available | 1 | 5 |
