| Consistent Instance Classification for Unsupervised Representation Learning | Jan 1, 2021 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| 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 |
