| Overcoming Dimensional Collapse in Self-supervised Contrastive Learning for Medical Image Segmentation | Feb 22, 2024 | Contrastive LearningImage Segmentation | CodeCode Available | 0 |
| Self-supervised Learning of Dense Hierarchical Representations for Medical Image Segmentation | Jan 12, 2024 | Image SegmentationLinear evaluation | CodeCode Available | 0 |
| Enhancing Contrastive Learning with Efficient Combinatorial Positive Pairing | Jan 11, 2024 | Contrastive LearningLinear evaluation | —Unverified | 0 |
| Performance of Machine Learning Classification in Mammography Images using BI-RADS | Nov 14, 2023 | ClassificationDiagnostic | —Unverified | 0 |
| Representation Learning via Consistent Assignment of Views over Random Partitions | Oct 19, 2023 | Copy DetectionImage Retrieval | CodeCode Available | 0 |
| Beyond Random Augmentations: Pretraining with Hard Views | Oct 5, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 0 |
| Unsupervised Pretraining for Fact Verification by Language Model Distillation | Sep 28, 2023 | Fact VerificationLanguage Modeling | CodeCode Available | 0 |
| Transferability of Representations Learned using Supervised Contrastive Learning Trained on a Multi-Domain Dataset | Sep 27, 2023 | Contrastive LearningLinear evaluation | —Unverified | 0 |
| PARTICLE: Part Discovery and Contrastive Learning for Fine-grained Recognition | Sep 25, 2023 | Contrastive Learningimage-classification | CodeCode Available | 0 |
| ETP: Learning Transferable ECG Representations via ECG-Text Pre-training | Sep 6, 2023 | DiagnosticLanguage Modeling | —Unverified | 0 |
