| Unsupervised Representation Transfer for Small Networks: I Believe I Can Distill On-the-Fly | Dec 1, 2021 | Knowledge DistillationLinear evaluation | —Unverified | 0 |
| Federated Momentum Contrastive Clustering | Jun 10, 2022 | ClusteringLinear evaluation | —Unverified | 0 |
| FedMEKT: Distillation-based Embedding Knowledge Transfer for Multimodal Federated Learning | Jul 25, 2023 | Activity RecognitionFederated Learning | —Unverified | 0 |
| Flaky Performances when Pretraining on Relational Databases | Nov 9, 2022 | Graph Neural NetworkLinear evaluation | —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 |
| 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 |
| 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 |
| Representation Learning via Consistent Assignment of Views to Clusters | Dec 31, 2021 | ClusteringContrastive Learning | CodeCode Available | 0 |
| Representation Learning via Consistent Assignment of Views over Random Partitions | Oct 19, 2023 | Copy DetectionImage Retrieval | CodeCode Available | 0 |
| Correlation between Alignment-Uniformity and Performance of Dense Contrastive Representations | Oct 17, 2022 | Contrastive LearningLinear evaluation | CodeCode Available | 0 |
| Weakly Contrastive Learning via Batch Instance Discrimination and Feature Clustering for Small Sample SAR ATR | Aug 7, 2024 | Contrastive LearningLinear evaluation | CodeCode Available | 0 |
| Self-supervised Learning of Dense Hierarchical Representations for Medical Image Segmentation | Jan 12, 2024 | Image SegmentationLinear evaluation | CodeCode Available | 0 |