| Joint Learning of Neural Transfer and Architecture Adaptation for Image Recognition | Mar 31, 2021 | Age EstimationDomain Adaptation | —Unverified | 0 |
| A Broad Study on the Transferability of Visual Representations with Contrastive Learning | Mar 24, 2021 | Contrastive LearningLinear evaluation | CodeCode Available | 1 |
| Self-supervised representation learning from 12-lead ECG data | Mar 23, 2021 | ECG ClassificationElectrocardiography (ECG) | CodeCode Available | 1 |
| Training GANs with Stronger Augmentations via Contrastive Discriminator | Mar 17, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Contrastive Learning of Musical Representations | Mar 17, 2021 | Contrastive LearningLinear evaluation | CodeCode Available | 1 |
| 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 |
| Self-Adaptive Training: Bridging Supervised and Self-Supervised Learning | Jan 21, 2021 | Linear evaluationRepresentation Learning | CodeCode Available | 1 |
| Momentum^2 Teacher: Momentum Teacher with Momentum Statistics for Self-Supervised Learning | Jan 19, 2021 | GPULinear evaluation | CodeCode Available | 1 |
| 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 |
| Bootstrap Your Own Latent - A New Approach to Self-Supervised Learning | Dec 1, 2020 | Linear evaluationRepresentation Learning | CodeCode Available | 1 |
| AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations from Self-Trained Negative Adversaries | Nov 17, 2020 | Contrastive LearningLinear evaluation | CodeCode Available | 1 |
| Unsupervised Contrastive Learning of Sound Event Representations | Nov 15, 2020 | Contrastive LearningLinear evaluation | CodeCode Available | 1 |
| Center-wise Local Image Mixture For Contrastive Representation Learning | Nov 5, 2020 | Contrastive LearningData Augmentation | —Unverified | 0 |
| CompRess: Self-Supervised Learning by Compressing Representations | Oct 28, 2020 | Linear evaluationModel Compression | CodeCode Available | 1 |
| BYOL works even without batch statistics | Oct 20, 2020 | Linear evaluationSelf-Supervised Learning | CodeCode Available | 2 |
| MixCo: Mix-up Contrastive Learning for Visual Representation | Oct 13, 2020 | Contrastive LearningLinear evaluation | CodeCode Available | 1 |
| 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 |
| Consensus Clustering With Unsupervised Representation Learning | Oct 3, 2020 | ClusteringData Augmentation | —Unverified | 0 |
| Don't miss the Mismatch: Investigating the Objective Function Mismatch for Unsupervised Representation Learning | Sep 4, 2020 | Linear evaluationRepresentation Learning | CodeCode Available | 0 |
| Bootstrap your own latent: A new approach to self-supervised Learning | Jun 13, 2020 | Image ClassificationLinear evaluation | CodeCode Available | 1 |
| Contrastive Multi-View Representation Learning on Graphs | Jun 10, 2020 | General ClassificationGraph Classification | CodeCode Available | 1 |
| CLOCS: Contrastive Learning of Cardiac Signals Across Space, Time, and Patients | May 27, 2020 | Contrastive LearningLinear evaluation | CodeCode Available | 1 |
| How Useful is Self-Supervised Pretraining for Visual Tasks? | Mar 31, 2020 | Linear evaluation | CodeCode Available | 1 |
| Learning Representations by Maximizing Mutual Information Across Views | Jun 3, 2019 | Data AugmentationImage Classification | CodeCode Available | 0 |
