| SynCo: Synthetic Hard Negatives in Contrastive Learning for Better Unsupervised Visual Representations | Oct 3, 2024 | Contrastive LearningImage Classification | 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 |
| Multi-modal Masked Siamese Network Improves Chest X-Ray Representation Learning | Jul 5, 2024 | Linear evaluationRepresentation Learning | CodeCode Available | 0 |
| Semantic Compositions Enhance Vision-Language Contrastive Learning | Jul 1, 2024 | ClassificationContrastive Learning | —Unverified | 0 |
| Semantic Graph Consistency: Going Beyond Patches for Regularizing Self-Supervised Vision Transformers | Jun 18, 2024 | Linear evaluationRepresentation Learning | —Unverified | 0 |
| M2D-CLAP: Masked Modeling Duo Meets CLAP for Learning General-purpose Audio-Language Representation | Jun 4, 2024 | Audio ClassificationLinear evaluation | CodeCode Available | 0 |
| Learning Generalized Medical Image Representations through Image-Graph Contrastive Pretraining | May 15, 2024 | Contrastive LearningDiagnostic | —Unverified | 0 |
| Masked Modeling Duo: Towards a Universal Audio Pre-training Framework | Apr 9, 2024 | Audio Classification | CodeCode Available | 0 |
| MVEB: Self-Supervised Learning with Multi-View Entropy Bottleneck | Mar 28, 2024 | Linear evaluationSelf-Supervised Learning | CodeCode Available | 0 |
| LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations | Mar 11, 2024 | Contrastive LearningData Augmentation | —Unverified | 0 |
| 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 |
| Variational Self-Supervised Contrastive Learning Using Beta Divergence | Sep 5, 2023 | Face RecognitionLinear evaluation | —Unverified | 0 |
| FedMEKT: Distillation-based Embedding Knowledge Transfer for Multimodal Federated Learning | Jul 25, 2023 | Activity RecognitionFederated Learning | —Unverified | 0 |
| Why does my medical AI look at pictures of birds? Exploring the efficacy of transfer learning across domain boundaries | Jun 30, 2023 | Computed Tomography (CT)Linear evaluation | CodeCode Available | 0 |
| Semantic Positive Pairs for Enhancing Visual Representation Learning of Instance Discrimination methods | Jun 28, 2023 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Multi-network Contrastive Learning Based on Global and Local Representations | Jun 28, 2023 | Contrastive LearningLinear evaluation | —Unverified | 0 |