{"total":35,"rows":[{"id":"2304.12489","title":"Beyond the Prior Forgery Knowledge: Mining Critical Clues for General Face Forgery Detection","created":"2023-04-24","cited_by_count":50,"area":null},{"id":"2407.00143","title":"InfoNCE: Identifying the Gap Between Theory and Practice","created":"2024-06-28","cited_by_count":40,"area":null},{"id":"2211.13466","title":"Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations","created":"2022-11-24","cited_by_count":31,"area":null},{"id":"2405.11868","title":"Towards Graph Contrastive Learning: A Survey and Beyond","created":"2024-05-20","cited_by_count":26,"area":null},{"id":"2210.04561","title":"A Comprehensive Survey of Data Augmentation in Visual Reinforcement Learning","created":"2022-10-10","cited_by_count":25,"area":null},{"id":"2406.09294","title":"You Don't Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning","created":"2024-06-13","cited_by_count":16,"area":null},{"id":"2310.07756","title":"Self-supervised Representation Learning From Random Data Projectors","created":"2023-10-11","cited_by_count":15,"area":null},{"id":"2307.15409","title":"Uncertainty-aware Unsupervised Multi-Object Tracking","created":"2023-07-28","cited_by_count":12,"area":null},{"id":"2305.15924","title":"Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation","created":"2023-05-25","cited_by_count":10,"area":null},{"id":"2304.11718","title":"No Free Lunch in Self Supervised Representation Learning","created":"2023-04-23","cited_by_count":7,"area":null},{"id":"2410.23200","title":"HEX: Hierarchical Emergence Exploitation in Self-Supervised Algorithms","created":"2024-10-30","cited_by_count":7,"area":null},{"id":"2302.01541","title":"Contrastive Learning with Consistent Representations","created":"2023-02-03","cited_by_count":6,"area":null},{"id":"2308.10155","title":"Unilaterally Aggregated Contrastive Learning with Hierarchical Augmentation for Anomaly Detection","created":"2023-08-20","cited_by_count":5,"area":null},{"id":"2407.09336","title":"Guidelines for Augmentation Selection in Contrastive Learning for Time Series Classification","created":"2024-07-12","cited_by_count":5,"area":null},{"id":"2411.01767","title":"A Theoretical Characterization of Optimal Data Augmentations in Self-Supervised Learning","created":"2024-11-04","cited_by_count":4,"area":null},{"id":"2403.06813","title":"LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations","created":"2024-03-11","cited_by_count":3,"area":null},{"id":"2210.07340","title":"LEAVES: Learning Views for Time-Series Biobehavioral Data in Contrastive Learning","created":"2022-10-13","cited_by_count":2,"area":null},{"id":"2307.03337","title":"Personalized Prediction of Recurrent Stress Events Using Self-Supervised Learning on Multimodal Time-Series Data","created":"2023-07-07","cited_by_count":2,"area":null},{"id":"2401.06473","title":"Self-supervised Learning of Dense Hierarchical Representations for Medical Image Segmentation","created":"2024-01-12","cited_by_count":2,"area":null},{"id":"2411.06665","title":"Learning from Different Samples: A Source-free Framework for Semi-supervised Domain Adaptation","created":"2024-11-11","cited_by_count":2,"area":null},{"id":"2502.10716","title":"Why Domain Generalization Fail? A View of Necessity and Sufficiency","created":"2025-02-15","cited_by_count":2,"area":null},{"id":"2211.13844","title":"Ladder Siamese Network: a Method and Insights for Multi-level Self-Supervised Learning","created":"2022-11-25","cited_by_count":1,"area":null},{"id":"2305.10071","title":"Cold PAWS: Unsupervised class discovery and addressing the cold-start problem for semi-supervised learning","created":"2023-05-17","cited_by_count":1,"area":null},{"id":"2403.01549","title":"Self-Supervised Representation Learning with Meta Comprehensive Regularization","created":"2024-03-03","cited_by_count":1,"area":null},{"id":"2504.09155","title":"Evolved Hierarchical Masking for Self-Supervised Learning","created":"2025-04-12","cited_by_count":1,"area":null},{"id":"2506.10031","title":"scSSL-Bench: Benchmarking Self-Supervised Learning for Single-Cell Data","created":"2025-06-10","cited_by_count":1,"area":null},{"id":"2301.11790","title":"Leveraging the Third Dimension in Contrastive Learning","created":"2023-01-27","cited_by_count":0,"area":null},{"id":"2308.02731","title":"Personalization of Stress Mobile Sensing using Self-Supervised Learning","created":"2023-08-04","cited_by_count":0,"area":null},{"id":"2502.18478","title":"Beyond Self-Consistency: Loss-Balanced Perturbation-Based Regularization Improves Industrial-Scale Ads Ranking","created":"2025-02-05","cited_by_count":0,"area":null},{"id":"2506.03511","title":"POLARIS: A High-contrast Polarimetric Imaging Benchmark Dataset for Exoplanetary Disk Representation Learning","created":"2025-06-04","cited_by_count":0,"area":null},{"id":"2506.23156","title":"Self-Supervised Contrastive Learning for Multi-Label Images","created":"2025-06-29","cited_by_count":0,"area":null},{"id":"2507.01794","title":"Robust brain age estimation from structural MRI with contrastive learning","created":"2025-07-02","cited_by_count":0,"area":null},{"id":"2510.22655","title":"Learning Without Augmenting: Unsupervised Time Series Representation Learning via Frame Projections","created":"2025-10-26","cited_by_count":0,"area":null},{"id":"2603.16338","title":"SpikeCLR: Contrastive Self-Supervised Learning for Few-Shot Event-Based Vision using Spiking Neural Networks","created":"2026-03-17","cited_by_count":0,"area":null},{"id":"2604.00172","title":"Suppressing Non-Semantic Noise in Masked Image Modeling Representations","created":"2026-03-31","cited_by_count":0,"area":null}],"next_cursor":null}