{"total":26,"rows":[{"id":"2302.00487","title":"A Comprehensive Survey of Continual Learning: Theory, Method and Application","created":"2023-01-31","cited_by_count":872,"area":null},{"id":"2310.07234","title":"Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality","created":"2023-10-11","cited_by_count":121,"area":null},{"id":"2205.09357","title":"Continual Pre-Training Mitigates Forgetting in Language and Vision","created":"2022-05-19","cited_by_count":83,"area":null},{"id":"2307.09218","title":"A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning","created":"2023-07-16","cited_by_count":69,"area":null},{"id":"2205.00329","title":"Continual Learning with Foundation Models: An Empirical Study of Latent Replay","created":"2022-04-30","cited_by_count":61,"area":null},{"id":"2305.07437","title":"Continual Vision-Language Representation Learning with Off-Diagonal Information","created":"2023-05-11","cited_by_count":40,"area":null},{"id":"2204.04078","title":"General Incremental Learning with Domain-aware Categorical Representations","created":"2022-04-08","cited_by_count":26,"area":null},{"id":"2303.16235","title":"Spatiotemporal Self-supervised Learning for Point Clouds in the Wild","created":"2023-03-28","cited_by_count":23,"area":null},{"id":"2304.00933","title":"Knowledge Accumulation in Continually Learned Representations and the Issue of Feature Forgetting","created":"2023-04-03","cited_by_count":16,"area":null},{"id":"2405.18756","title":"Provable Contrastive Continual Learning","created":"2024-05-29","cited_by_count":13,"area":null},{"id":"2206.09783","title":"Boosting Cross-Domain Speech Recognition with Self-Supervision","created":"2022-06-20","cited_by_count":10,"area":null},{"id":"2306.05101","title":"Regularizing with Pseudo-Negatives for Continual Self-Supervised Learning","created":"2023-06-08","cited_by_count":8,"area":null},{"id":"2303.07477","title":"Efficient Self-supervised Continual Learning with Progressive Task-correlated Layer Freezing","created":"2023-03-13","cited_by_count":6,"area":null},{"id":"2501.12254","title":"Memory Storyboard: Leveraging Temporal Segmentation for Streaming Self-Supervised Learning from Egocentric Videos","created":"2025-01-21","cited_by_count":6,"area":null},{"id":"2404.12766","title":"Continual Learning on a Diet: Learning from Sparsely Labeled Streams Under Constrained Computation","created":"2024-04-19","cited_by_count":4,"area":null},{"id":"2407.12188","title":"CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning","created":"2024-07-16","cited_by_count":4,"area":null},{"id":"2301.11417","title":"Are Labels Needed for Incremental Instance Learning?","created":"2023-01-26","cited_by_count":2,"area":null},{"id":"2505.14125","title":"Contrastive Consolidation of Top-Down Modulations Achieves Sparsely Supervised Continual Learning","created":"2025-05-20","cited_by_count":2,"area":null},{"id":"2306.02947","title":"Continual Learning with Pretrained Backbones by Tuning in the Input Space","created":"2023-06-05","cited_by_count":1,"area":null},{"id":"2407.08041","title":"TACLE: Task and Class-aware Exemplar-free Semi-supervised Class Incremental Learning","created":"2024-07-10","cited_by_count":1,"area":null},{"id":"2512.19213","title":"InvCoSS: Inversion-driven Continual Self-supervised Learning in Medical Multi-modal Image Pre-training","created":"2025-12-22","cited_by_count":1,"area":null},{"id":"2402.09613","title":"Quantified Task Misalignment to Inform PEFT: An Exploration of Domain Generalization and Catastrophic Forgetting in CLIP","created":"2024-02-14","cited_by_count":0,"area":null},{"id":"2605.14364","title":"MoRe: Modular Representations for Principled Continual Representation Learning on Sequential Data","created":"2026-05-14","cited_by_count":0,"area":null},{"id":"2607.09785","title":"Lifelong Representations: A Survey on Continual Self-Supervised Learning for Vision Models","created":"2026-07-08","cited_by_count":0,"area":null},{"id":"2608.18803","title":"Forgetting, plasticity, and co-observation: a third facet of continual learning","created":"2026-08-19","cited_by_count":0,"area":null},{"id":"2609.40333","title":"I Have a Stream: Making Self-Supervised Learning Work on Continuous Video","created":"2026-09-30","cited_by_count":0,"area":null}],"next_cursor":null}