| Bootstrapped Representation Learning for Skeleton-Based Action Recognition | Feb 4, 2022 | Action RecognitionData Augmentation | —Unverified | 0 |
| 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 |
| Representation Learning via Consistent Assignment of Views to Clusters | Dec 31, 2021 | ClusteringContrastive Learning | CodeCode Available | 0 |
| Boosting Contrastive Learning with Relation Knowledge Distillation | Dec 8, 2021 | Contrastive LearningKnowledge Distillation | —Unverified | 0 |
| Unsupervised Representation Transfer for Small Networks: I Believe I Can Distill On-the-Fly | Dec 1, 2021 | Knowledge DistillationLinear evaluation | —Unverified | 0 |
| Revisiting the Transferability of Supervised Pretraining: an MLP Perspective | Dec 1, 2021 | domain classificationimage-classification | —Unverified | 0 |
| 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 |
| SimMER: Simple Maximization of Entropy and Rank for Self-supervised Representation Learning | Sep 29, 2021 | Contrastive LearningLinear evaluation | —Unverified | 0 |
| 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 |
| Mean Embeddings with Test-Time Data Augmentation for Ensembling of Representations | Jun 15, 2021 | Data AugmentationImage Retrieval | —Unverified | 0 |
| MST: Masked Self-Supervised Transformer for Visual Representation | Jun 10, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Maximizing Mutual Information Across Feature and Topology Views for Learning Graph Representations | May 14, 2021 | DiversityGraph Representation Learning | CodeCode Available | 0 |
| Joint Learning of Neural Transfer and Architecture Adaptation for Image Recognition | Mar 31, 2021 | Age EstimationDomain Adaptation | —Unverified | 0 |
| Bootstrapped Representation Learning on Graphs | Mar 8, 2021 | Contrastive LearningLinear evaluation | —Unverified | 0 |
| Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning | Feb 9, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Consistent Instance Classification for Unsupervised Representation Learning | Jan 1, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Self-Supervised Multimodal Domino: in Search of Biomarkers for Alzheimer's Disease | Dec 25, 2020 | Contrastive LearningDecoder | CodeCode Available | 0 |
| Seed the Views: Hierarchical Semantic Alignment for Contrastive Representation Learning | Dec 4, 2020 | Contrastive LearningLinear evaluation | —Unverified | 0 |
| Center-wise Local Image Mixture For Contrastive Representation Learning | Nov 5, 2020 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Conditional Negative Sampling for Contrastive Learning of Visual Representations | Oct 5, 2020 | Contrastive LearningInstance Segmentation | CodeCode Available | 0 |
| EqCo: Equivalent Rules for Self-supervised Contrastive Learning | Oct 5, 2020 | Contrastive LearningLinear evaluation | CodeCode Available | 0 |