{"total":15,"rows":[{"id":"2506.04411","title":"Self-Supervised Contrastive Learning is Approximately Supervised Contrastive Learning","created":"2025-06-04","cited_by_count":5,"area":null},{"id":"2603.03530","title":"Directional Neural Collapse Explains Few-Shot Transfer in Self-Supervised Learning","created":"2026-03-03","cited_by_count":3,"area":null},{"id":"2503.08829","title":"Seal Your Backdoor with Variational Defense","created":"2025-03-11","cited_by_count":2,"area":null},{"id":"2506.15893","title":"Formal Models of Active Learning from Contrastive Examples","created":"2025-06-18","cited_by_count":2,"area":null},{"id":"2510.08852","title":"On the Alignment Between Supervised and Self-Supervised Contrastive Learning","created":"2025-10-09","cited_by_count":2,"area":null},{"id":"2509.16898","title":"The Complexity of Finding Local Optima in Contrastive Learning","created":"2025-09-21","cited_by_count":1,"area":null},{"id":"2605.03346","title":"Provable Accuracy Collapse in Embedding-Based Representations under Dimensionality Mismatch","created":"2026-05-05","cited_by_count":1,"area":null},{"id":"2608.21579","title":"Sorting from Counterexamples","created":"2026-08-21","cited_by_count":1,"area":null},{"id":"2502.15962","title":"Towards Efficient Contrastive PAC Learning","created":"2025-02-21","cited_by_count":0,"area":null},{"id":"2502.17872","title":"Contrastive Learning with Nasty Noise","created":"2025-02-25","cited_by_count":0,"area":null},{"id":"2510.22479","title":"Contextual Tokenization for Graph Inverted Indices","created":"2025-10-26","cited_by_count":0,"area":null},{"id":"2602.02080","title":"Learning Half-Spaces from Perturbed Contrastive Examples","created":"2026-02-02","cited_by_count":0,"area":null},{"id":"2605.13426","title":"Strategic PAC Learnability via Geometric Definability","created":"2026-05-13","cited_by_count":0,"area":null},{"id":"2609.38393","title":"Which Tasks Survive Self-Supervised Learning?","created":"2026-09-29","cited_by_count":0,"area":null},{"id":"2609.38834","title":"Optimal VC Dimension of Contrastive Learning with Margin","created":"2026-09-30","cited_by_count":0,"area":null}],"next_cursor":null}