| Lesion-based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images | Jul 17, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Bag of Instances Aggregation Boosts Self-supervised Distillation | Jul 4, 2021 | Contrastive LearningLinear evaluation | CodeCode Available | 1 |
| Mean Embeddings with Test-Time Data Augmentation for Ensembling of Representations | Jun 15, 2021 | Data AugmentationImage Retrieval | —Unverified | 0 |
| Self-Supervised Learning with Kernel Dependence Maximization | Jun 15, 2021 | Depth EstimationLinear evaluation | CodeCode Available | 1 |
| MST: Masked Self-Supervised Transformer for Visual Representation | Jun 10, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Self-Damaging Contrastive Learning | Jun 6, 2021 | Contrastive LearningLinear evaluation | CodeCode Available | 1 |
| Mean Shift for Self-Supervised Learning | May 15, 2021 | ClusteringLinear evaluation | CodeCode Available | 1 |
| Maximizing Mutual Information Across Feature and Topology Views for Learning Graph Representations | May 14, 2021 | DiversityGraph Representation Learning | CodeCode Available | 0 |
| Self-Supervised Learning with Swin Transformers | May 10, 2021 | Linear evaluationobject-detection | CodeCode Available | 1 |
| Emerging Properties in Self-Supervised Vision Transformers | Apr 29, 2021 | Copy DetectionImage Classification | CodeCode Available | 1 |
