| Boosting Contrastive Learning with Relation Knowledge Distillation | Dec 8, 2021 | Contrastive LearningKnowledge Distillation | —Unverified | 0 |
| Revisiting the Transferability of Supervised Pretraining: an MLP Perspective | Dec 1, 2021 | domain classificationimage-classification | —Unverified | 0 |
| Unsupervised Representation Transfer for Small Networks: I Believe I Can Distill On-the-Fly | Dec 1, 2021 | Knowledge DistillationLinear evaluation | —Unverified | 0 |
| Similarity Contrastive Estimation for Self-Supervised Soft Contrastive Learning | Nov 29, 2021 | Contrastive LearningLinear evaluation | CodeCode Available | 1 |
| Self-Distilled Self-Supervised Representation Learning | Nov 25, 2021 | Linear evaluationRepresentation Learning | CodeCode Available | 0 |
| MIO : Mutual Information Optimization using Self-Supervised Binary Contrastive Learning | Nov 24, 2021 | Binary ClassificationContrastive Learning | —Unverified | 0 |
| Self-Supervised Class Incremental Learning | Nov 18, 2021 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Conditional Alignment and Uniformity for Contrastive Learning with Continuous Proxy Labels | Nov 10, 2021 | Contrastive LearningLinear evaluation | —Unverified | 0 |
| 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 |
| SimMER: Simple Maximization of Entropy and Rank for Self-supervised Representation Learning | Sep 29, 2021 | Contrastive LearningLinear evaluation | —Unverified | 0 |
| Compressive Visual Representations | Sep 27, 2021 | Contrastive LearningImage Classification | CodeCode Available | 1 |
| Temporal Knowledge Consistency for Unsupervised Visual Representation Learning | Aug 24, 2021 | Linear evaluationRepresentation Learning | CodeCode Available | 1 |
| How Transferable Are Self-supervised Features in Medical Image Classification Tasks? | Aug 23, 2021 | Classificationimage-classification | —Unverified | 0 |
| Solo-learn: A Library of Self-supervised Methods for Visual Representation Learning | Aug 3, 2021 | Linear evaluationRepresentation Learning | CodeCode Available | 0 |
| 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 |