{"total":18,"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":"2302.03648","title":"Class-Incremental Learning: A Survey","created":"2023-02-07","cited_by_count":209,"area":null},{"id":"2112.09153","title":"An Empirical Investigation of the Role of Pre-training in Lifelong Learning","created":"2021-12-16","cited_by_count":134,"area":null},{"id":"2109.11369","title":"Recent Advances of Continual Learning in Computer Vision: An Overview","created":"2021-09-23","cited_by_count":55,"area":null},{"id":"2104.01678","title":"Understanding Continual Learning Settings with Data Distribution Drift Analysis","created":"2021-04-04","cited_by_count":38,"area":null},{"id":"2210.00266","title":"Long-Tailed Class Incremental Learning","created":"2022-10-01","cited_by_count":36,"area":null},{"id":"2102.06253","title":"Continuum: Simple Management of Complex Continual Learning Scenarios","created":"2021-02-11","cited_by_count":33,"area":null},{"id":"2103.03216","title":"Continuous Coordination As a Realistic Scenario for Lifelong Learning","created":"2021-03-04","cited_by_count":32,"area":null},{"id":"2111.12172","title":"Multi-label Iterated Learning for Image Classification with Label Ambiguity","created":"2021-11-23","cited_by_count":19,"area":null},{"id":"2210.04993","title":"Continual Learning with Evolving Class Ontologies","created":"2022-10-10","cited_by_count":13,"area":null},{"id":"2208.14307","title":"Beyond Supervised Continual Learning: a Review","created":"2022-08-30","cited_by_count":11,"area":null},{"id":"2403.19979","title":"Continual Adapter Tuning with Semantic Shift Compensation for Class-Incremental Learning","created":"2024-03-29","cited_by_count":10,"area":null},{"id":"2111.14806","title":"Coarse-To-Fine Incremental Few-Shot Learning","created":"2021-11-24","cited_by_count":9,"area":null},{"id":"2110.11148","title":"HCV: Hierarchy-Consistency Verification for Incremental Implicitly-Refined Classification","created":"2021-10-21","cited_by_count":1,"area":null},{"id":"2210.05008","title":"Fast Hierarchical Learning for Few-Shot Object Detection","created":"2022-10-10","cited_by_count":0,"area":null},{"id":"2310.16996","title":"Towards Continually Learning Application Performance Models","created":"2023-10-25","cited_by_count":0,"area":null},{"id":"2407.14249","title":"An Attention-based Representation Distillation Baseline for Multi-Label Continual Learning","created":"2024-07-19","cited_by_count":0,"area":null},{"id":"2605.11742","title":"Online Continual Learning with Dynamic Label Hierarchies","created":"2026-05-12","cited_by_count":0,"area":null}],"next_cursor":null}