| Unsupervised Visual Representation Learning by Synchronous Momentum Grouping | Jul 13, 2022 | ClusteringContrastive Learning | —Unverified | 0 |
| Fuse Local and Global Semantics in Representation Learning | Feb 28, 2022 | Linear evaluationRepresentation Learning | —Unverified | 0 |
| Seed the Views: Hierarchical Semantic Alignment for Contrastive Representation Learning | Dec 4, 2020 | Contrastive LearningLinear evaluation | —Unverified | 0 |
| HMSN: Hyperbolic Self-Supervised Learning by Clustering with Ideal Prototypes | May 18, 2023 | ClusteringFew-Shot Learning | —Unverified | 0 |
| HOME: High-Order Mixed-Moment-based Embedding for Representation Learning | Jul 15, 2022 | Linear evaluationRepresentation Learning | —Unverified | 0 |
| How Transferable Are Self-supervised Features in Medical Image Classification Tasks? | Aug 23, 2021 | Classificationimage-classification | —Unverified | 0 |
| SimMER: Simple Maximization of Entropy and Rank for Self-supervised Representation Learning | Sep 29, 2021 | Contrastive LearningLinear evaluation | —Unverified | 0 |
| Joint Learning of Neural Transfer and Architecture Adaptation for Image Recognition | Mar 31, 2021 | Age EstimationDomain Adaptation | —Unverified | 0 |
| Learning Generalized Medical Image Representations through Image-Graph Contrastive Pretraining | May 15, 2024 | Contrastive LearningDiagnostic | —Unverified | 0 |
| LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations | Mar 11, 2024 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Adversarial Robustness of Discriminative Self-Supervised Learning in Vision | Mar 8, 2025 | Adversarial RobustnessLinear evaluation | —Unverified | 0 |
| M2D-CLAP: Masked Modeling Duo Meets CLAP for Learning General-purpose Audio-Language Representation | Jun 4, 2024 | Audio ClassificationLinear evaluation | —Unverified | 0 |
| Masked Modeling Duo: Towards a Universal Audio Pre-training Framework | Apr 9, 2024 | Audio Classification | —Unverified | 0 |
| Mean Embeddings with Test-Time Data Augmentation for Ensembling of Representations | Jun 15, 2021 | Data AugmentationImage Retrieval | —Unverified | 0 |
| Medical Semantic Segmentation with Diffusion Pretrain | Jan 31, 2025 | Image SegmentationLinear evaluation | —Unverified | 0 |
| MIO : Mutual Information Optimization using Self-Supervised Binary Contrastive Learning | Nov 24, 2021 | Binary ClassificationContrastive Learning | —Unverified | 0 |
| MST: Masked Self-Supervised Transformer for Visual Representation | Jun 10, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multi-network Contrastive Learning Based on Global and Local Representations | Jun 28, 2023 | Contrastive LearningLinear evaluation | —Unverified | 0 |
| On the Importance of Hyperparameters and Data Augmentation for Self-Supervised Learning | Jul 16, 2022 | Bayesian OptimizationData Augmentation | —Unverified | 0 |
| Variational Self-Supervised Contrastive Learning Using Beta Divergence | Sep 5, 2023 | Face RecognitionLinear evaluation | —Unverified | 0 |
| Performance of Machine Learning Classification in Mammography Images using BI-RADS | Nov 14, 2023 | ClassificationDiagnostic | —Unverified | 0 |
| HaLP: Hallucinating Latent Positives for Skeleton-based Self-Supervised Learning of Actions | Apr 1, 2023 | Action RecognitionContrastive Learning | CodeCode Available | 0 |
| Beyond Random Augmentations: Pretraining with Hard Views | Oct 5, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 0 |
| VNIbCReg: VICReg with Neighboring-Invariance and better-Covariance Evaluated on Non-stationary Seismic Signal Time Series | Apr 6, 2022 | Linear evaluationSelf-Supervised Learning | CodeCode Available | 0 |
| Don't miss the Mismatch: Investigating the Objective Function Mismatch for Unsupervised Representation Learning | Sep 4, 2020 | Linear evaluationRepresentation Learning | CodeCode Available | 0 |