| M2D-CLAP: Masked Modeling Duo Meets CLAP for Learning General-purpose Audio-Language Representation | Jun 4, 2024 | Audio ClassificationLinear evaluation | CodeCode Available | 0 | 5 |
| MVEB: Self-Supervised Learning with Multi-View Entropy Bottleneck | Mar 28, 2024 | Linear evaluationSelf-Supervised Learning | CodeCode Available | 0 | 5 |
| Unsupervised Visual Representation Learning by Synchronous Momentum Grouping | Jul 13, 2022 | ClusteringContrastive Learning | CodeCode Available | 0 | 5 |
| MV-MR: multi-views and multi-representations for self-supervised learning and knowledge distillation | Mar 21, 2023 | ClusteringContrastive Learning | CodeCode Available | 0 | 5 |
| Self-Supervised Radiograph Anatomical Region Classification -- How Clean Is Your Real-World Data? | Dec 20, 2024 | Linear evaluation | —Unverified | 0 | 0 |
| Unsupervised Few-shot Learning via Deep Laplacian Eigenmaps | Oct 7, 2022 | Few-Shot LearningLinear evaluation | —Unverified | 0 | 0 |
| Semantic Compositions Enhance Vision-Language Contrastive Learning | Jul 1, 2024 | ClassificationContrastive Learning | —Unverified | 0 | 0 |
| Contrastive Self-Supervised Learning As Neural Manifold Packing | Jun 16, 2025 | Contrastive LearningLinear evaluation | —Unverified | 0 | 0 |
| Semantic Graph Consistency: Going Beyond Patches for Regularizing Self-Supervised Vision Transformers | Jun 18, 2024 | Linear evaluationRepresentation Learning | —Unverified | 0 | 0 |
| DSPNet: Towards Slimmable Pretrained Networks based on Discriminative Self-supervised Learning | Jul 13, 2022 | Knowledge DistillationLinear evaluation | —Unverified | 0 | 0 |
| Enhancing Contrastive Learning with Efficient Combinatorial Positive Pairing | Jan 11, 2024 | Contrastive LearningLinear evaluation | —Unverified | 0 | 0 |
| ETP: Learning Transferable ECG Representations via ECG-Text Pre-training | Sep 6, 2023 | DiagnosticLanguage Modeling | —Unverified | 0 | 0 |
| Semantic Positive Pairs for Enhancing Visual Representation Learning of Instance Discrimination methods | Jun 28, 2023 | Contrastive LearningData Augmentation | —Unverified | 0 | 0 |
| Unsupervised Representation Transfer for Small Networks: I Believe I Can Distill On-the-Fly | Dec 1, 2021 | Knowledge DistillationLinear evaluation | —Unverified | 0 | 0 |
| Federated Momentum Contrastive Clustering | Jun 10, 2022 | ClusteringLinear evaluation | —Unverified | 0 | 0 |
| FedMEKT: Distillation-based Embedding Knowledge Transfer for Multimodal Federated Learning | Jul 25, 2023 | Activity RecognitionFederated Learning | —Unverified | 0 | 0 |
| Flaky Performances when Pretraining on Relational Databases | Nov 9, 2022 | Graph Neural NetworkLinear evaluation | —Unverified | 0 | 0 |
| Fuse Local and Global Semantics in Representation Learning | Feb 28, 2022 | Linear evaluationRepresentation Learning | —Unverified | 0 | 0 |
| From Patches to Objects: Exploiting Spatial Reasoning for Better Visual Representations | May 21, 2023 | Contrastive LearningLinear evaluation | —Unverified | 0 | 0 |
| Seed the Views: Hierarchical Semantic Alignment for Contrastive Representation Learning | Dec 4, 2020 | Contrastive LearningLinear evaluation | —Unverified | 0 | 0 |
| HMSN: Hyperbolic Self-Supervised Learning by Clustering with Ideal Prototypes | May 18, 2023 | ClusteringFew-Shot Learning | —Unverified | 0 | 0 |
| HOME: High-Order Mixed-Moment-based Embedding for Representation Learning | Jul 15, 2022 | Linear evaluationRepresentation Learning | —Unverified | 0 | 0 |
| How Transferable Are Self-supervised Features in Medical Image Classification Tasks? | Aug 23, 2021 | Classificationimage-classification | —Unverified | 0 | 0 |
| SimMER: Simple Maximization of Entropy and Rank for Self-supervised Representation Learning | Sep 29, 2021 | Contrastive LearningLinear evaluation | —Unverified | 0 | 0 |
| Joint Learning of Neural Transfer and Architecture Adaptation for Image Recognition | Mar 31, 2021 | Age EstimationDomain Adaptation | —Unverified | 0 | 0 |