| Contrastive Self-Supervised Learning As Neural Manifold Packing | Jun 16, 2025 | Contrastive LearningLinear evaluation | —Unverified | 0 |
| SSLAM: Enhancing Self-Supervised Models with Audio Mixtures for Polyphonic Soundscapes | Jun 13, 2025 | Linear evaluationSelf-Supervised Learning | CodeCode Available | 2 |
| Adversarial Robustness of Discriminative Self-Supervised Learning in Vision | Mar 8, 2025 | Adversarial RobustnessLinear evaluation | —Unverified | 0 |
| Medical Semantic Segmentation with Diffusion Pretrain | Jan 31, 2025 | Image SegmentationLinear evaluation | —Unverified | 0 |
| Frequency-Masked Embedding Inference: A Non-Contrastive Approach for Time Series Representation Learning | Dec 30, 2024 | Contrastive LearningLinear evaluation | CodeCode Available | 1 |
| Self-Supervised Radiograph Anatomical Region Classification -- How Clean Is Your Real-World Data? | Dec 20, 2024 | Linear evaluation | —Unverified | 0 |
| CLIP-PING: Boosting Lightweight Vision-Language Models with Proximus Intrinsic Neighbors Guidance | Dec 5, 2024 | Contrastive Learningcross-modal alignment | —Unverified | 0 |
| Self-supervised learning for radio-astronomy source classification: a benchmark | Nov 21, 2024 | AstronomyLinear evaluation | CodeCode Available | 0 |
| SynCo: Synthetic Hard Negatives in Contrastive Learning for Better Unsupervised Visual Representations | Oct 3, 2024 | Contrastive LearningImage Classification | CodeCode Available | 0 |
| Contrastive Learning with Synthetic Positives | Aug 30, 2024 | Contrastive LearningLinear evaluation | CodeCode Available | 1 |
