| Bag of Instances Aggregation Boosts Self-supervised Distillation | Jul 4, 2021 | Contrastive LearningLinear evaluation | 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 |
| Bootstrap Your Own Latent - A New Approach to Self-Supervised Learning | Dec 1, 2020 | Linear evaluationRepresentation Learning | CodeCode Available | 1 | 5 |
| MixCo: Mix-up Contrastive Learning for Visual Representation | Oct 13, 2020 | Contrastive LearningLinear evaluation | CodeCode Available | 1 | 5 |
| Don't miss the Mismatch: Investigating the Objective Function Mismatch for Unsupervised Representation Learning | Sep 4, 2020 | Linear evaluationRepresentation Learning | CodeCode Available | 0 | 5 |
| Divergence-aware Federated Self-Supervised Learning | Apr 9, 2022 | Federated LearningFederated Unsupervised Learning | CodeCode Available | 0 | 5 |
| Pushing the limits of self-supervised ResNets: Can we outperform supervised learning without labels on ImageNet? | Jan 13, 2022 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Depth Contrast: Self-Supervised Pretraining on 3DPM Images for Mining Material Classification | Oct 18, 2022 | Linear evaluationMaterial Classification | CodeCode Available | 0 | 5 |
| Beyond Supervised vs. Unsupervised: Representative Benchmarking and Analysis of Image Representation Learning | Jun 16, 2022 | BenchmarkingClustering | CodeCode Available | 0 | 5 |
| Representation Learning via Consistent Assignment of Views to Clusters | Dec 31, 2021 | ClusteringContrastive Learning | CodeCode Available | 0 | 5 |
