{"total":38,"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":"2304.01663","title":"On the Stability-Plasticity Dilemma of Class-Incremental Learning","created":"2023-04-04","cited_by_count":56,"area":null},{"id":"2212.04842","title":"PIVOT: Prompting for Video Continual Learning","created":"2022-12-09","cited_by_count":45,"area":null},{"id":"2308.11073","title":"Audio-Visual Class-Incremental Learning","created":"2023-08-21","cited_by_count":33,"area":null},{"id":"2301.10931","title":"Towards Continual Egocentric Activity Recognition: A Multi-modal Egocentric Activity Dataset for Continual Learning","created":"2023-01-26","cited_by_count":26,"area":null},{"id":"2403.07548","title":"Online Continual Learning For Interactive Instruction Following Agents","created":"2024-03-12","cited_by_count":22,"area":null},{"id":"2302.08741","title":"New Insights for the Stability-Plasticity Dilemma in Online Continual Learning","created":"2023-02-17","cited_by_count":16,"area":null},{"id":"2309.17105","title":"Continual Action Assessment via Task-Consistent Score-Discriminative Feature Distribution Modeling","created":"2023-09-29","cited_by_count":12,"area":null},{"id":"2211.00833","title":"Learning a Condensed Frame for Memory-Efficient Video Class-Incremental Learning","created":"2022-11-02","cited_by_count":11,"area":null},{"id":"2503.08510","title":"External Knowledge Injection for CLIP-Based Class-Incremental Learning","created":"2025-03-11","cited_by_count":11,"area":null},{"id":"2305.18418","title":"Just a Glimpse: Rethinking Temporal Information for Video Continual Learning","created":"2023-05-28","cited_by_count":10,"area":null},{"id":"2308.01698","title":"Balanced Destruction-Reconstruction Dynamics for Memory-replay Class Incremental Learning","created":"2023-08-03","cited_by_count":10,"area":null},{"id":"2406.13123","title":"ViLCo-Bench: VIdeo Language COntinual learning Benchmark","created":"2024-06-19","cited_by_count":9,"area":null},{"id":"2304.01899","title":"Cross-Class Feature Augmentation for Class Incremental Learning","created":"2023-04-04","cited_by_count":8,"area":null},{"id":"2411.02860","title":"Continual Audio-Visual Sound Separation","created":"2024-11-05","cited_by_count":7,"area":null},{"id":"2511.11421","title":"BOFA: Bridge-Layer Orthogonal Low-Rank Fusion for CLIP-Based Class-Incremental Learning","created":"2025-11-14","cited_by_count":6,"area":null},{"id":"2403.06102","title":"Coherent Temporal Synthesis for Incremental Action Segmentation","created":"2024-03-10","cited_by_count":5,"area":null},{"id":"2501.07236","title":"CSTA: Spatial-Temporal Causal Adaptive Learning for Exemplar-Free Video Class-Incremental Learning","created":"2025-01-13","cited_by_count":5,"area":null},{"id":"2206.05625","title":"Exploring the Intersection between Neural Architecture Search and Continual Learning","created":"2022-06-11","cited_by_count":4,"area":null},{"id":"2508.05316","title":"Divide-and-Conquer for Enhancing Unlabeled Learning, Stability, and Plasticity in Semi-supervised Continual Learning","created":"2025-08-07","cited_by_count":3,"area":null},{"id":"2511.15633","title":"Hierarchical Semantic Tree Anchoring for CLIP-Based Class-Incremental Learning","created":"2025-11-19","cited_by_count":3,"area":null},{"id":"2310.17537","title":"Neuro-Inspired Fragmentation and Recall to Overcome Catastrophic Forgetting in Curiosity","created":"2023-10-26","cited_by_count":2,"area":null},{"id":"2407.01397","title":"Mask and Compress: Efficient Skeleton-based Action Recognition in Continual Learning","created":"2024-07-01","cited_by_count":2,"area":null},{"id":"2508.10432","title":"CRISP: Contrastive Residual Injection and Semantic Prompting for Continual Video Instance Segmentation","created":"2025-08-14","cited_by_count":2,"area":null},{"id":"2604.00677","title":"CL-VISTA: Benchmarking Continual Learning in Video Large Language Models","created":"2026-04-01","cited_by_count":2,"area":null},{"id":"2212.01461","title":"Learning Disentangled Label Representations for Multi-label Classification","created":"2022-12-02","cited_by_count":1,"area":null},{"id":"2303.10452","title":"Confidence Attention and Generalization Enhanced Distillation for Continuous Video Domain Adaptation","created":"2023-03-18","cited_by_count":1,"area":null},{"id":"2304.05255","title":"Density Map Distillation for Incremental Object Counting","created":"2023-04-11","cited_by_count":1,"area":null},{"id":"2304.10335","title":"A baseline on continual learning methods for video action recognition","created":"2023-04-20","cited_by_count":1,"area":null},{"id":"2407.14811","title":"Decoupled Prompt-Adapter Tuning for Continual Activity Recognition","created":"2024-07-20","cited_by_count":1,"area":null},{"id":"2508.10896","title":"ESSENTIAL: Episodic and Semantic Memory Integration for Video Class-Incremental Learning","created":"2025-08-14","cited_by_count":1,"area":null},{"id":"2512.01818","title":"Forget Less, Retain More: A Lightweight Regularizer for Rehearsal-Based Continual Learning","created":"2025-12-01","cited_by_count":1,"area":null},{"id":"2404.00901","title":"Slightly Shift New Classes to Remember Old Classes for Video Class-Incremental Learning","created":"2024-04-01","cited_by_count":0,"area":null},{"id":"2503.08064","title":"Continual Learning for Multiple Modalities","created":"2025-03-11","cited_by_count":0,"area":null},{"id":"2508.21773","title":"Unsupervised Video Continual Learning via Non-Parametric Deep Embedded Clustering","created":"2025-08-29","cited_by_count":0,"area":null},{"id":"2601.14069","title":"Unsupervised Video Class-Incremental Learning via Deep Embedded Clustering Management","created":"2026-01-20","cited_by_count":0,"area":null},{"id":"2609.23492","title":"CE$^4$L: Continual Ego, Exo, and Ego-Exo Learning","created":"2026-09-20","cited_by_count":0,"area":null}],"next_cursor":null}