{"total":28,"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":"2101.10423","title":"Online Continual Learning in Image Classification: An Empirical Survey","created":"2021-01-25","cited_by_count":245,"area":null},{"id":"2403.18886","title":"Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning","created":"2024-03-27","cited_by_count":53,"area":null},{"id":"2410.05352","title":"Recent Advances of Multimodal Continual Learning: A Comprehensive Survey","created":"2024-10-07","cited_by_count":39,"area":null},{"id":"2412.19726","title":"Position: Theory of Mind Benchmarks are Broken for Large Language Models","created":"2024-12-27","cited_by_count":31,"area":null},{"id":"2211.10445","title":"Building a Subspace of Policies for Scalable Continual Learning","created":"2022-11-18","cited_by_count":28,"area":null},{"id":"2204.13349","title":"Continual Learning with Bayesian Model based on a Fixed Pre-trained Feature Extractor","created":"2022-04-28","cited_by_count":27,"area":null},{"id":"2104.13614","title":"Preserving Earlier Knowledge in Continual Learning with the Help of All Previous Feature Extractors","created":"2021-04-28","cited_by_count":19,"area":null},{"id":"2112.07066","title":"Continual Learning In Environments With Polynomial Mixing Times","created":"2021-12-13","cited_by_count":14,"area":null},{"id":"2407.20999","title":"MoFO: Momentum-Filtered Optimizer for Mitigating Forgetting in LLM Fine-Tuning","created":"2024-07-30","cited_by_count":14,"area":null},{"id":"2508.01908","title":"Revisiting Replay and Gradient Alignment for Continual Pre-Training of Large Language Models","created":"2025-08-03","cited_by_count":14,"area":null},{"id":"2208.05056","title":"Model-Free Generative Replay for Lifelong Reinforcement Learning: Application to Starcraft-2","created":"2022-08-09","cited_by_count":11,"area":null},{"id":"2503.12745","title":"ProtoDepth: Unsupervised Continual Depth Completion with Prototypes","created":"2025-03-17","cited_by_count":11,"area":null},{"id":"2104.10588","title":"IB-DRR: Incremental Learning with Information-Back Discrete Representation Replay","created":"2021-04-21","cited_by_count":9,"area":null},{"id":"2505.06603","title":"ReplayCAD: Generative Diffusion Replay for Continual Anomaly Detection","created":"2025-05-10","cited_by_count":9,"area":null},{"id":"2410.09218","title":"Continual Learning with Neuromorphic Computing: Foundations, Methods, and Emerging Applications","created":"2024-10-11","cited_by_count":8,"area":null},{"id":"2206.02577","title":"Effects of Auxiliary Knowledge on Continual Learning","created":"2022-06-03","cited_by_count":7,"area":null},{"id":"2505.13355","title":"Survey: Multi-Armed Bandits Meet Large Language Models","created":"2025-05-19","cited_by_count":7,"area":null},{"id":"2410.18074","title":"UnCLe: Benchmarking Unsupervised Continual Learning for Depth Completion","created":"2024-10-23","cited_by_count":5,"area":null},{"id":"2212.04603","title":"System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy Games","created":"2022-12-08","cited_by_count":3,"area":null},{"id":"2508.01311","title":"C3D-AD: Toward Continual 3D Anomaly Detection via Kernel Attention with Learnable Advisor","created":"2025-08-02","cited_by_count":3,"area":null},{"id":"2512.19154","title":"Beyond Sliding Windows: Learning to Manage Memory in Non-Markovian Environments","created":"2025-12-22","cited_by_count":3,"area":null},{"id":"2101.09225","title":"Continual Learning of Generative Models with Limited Data: From Wasserstein-1 Barycenter to Adaptive Coalescence","created":"2021-01-22","cited_by_count":2,"area":null},{"id":"2512.22337","title":"The Effectiveness of Approximate Regularized Replay for Efficient Supervised Fine-Tuning of Large Language Models","created":"2025-12-26","cited_by_count":2,"area":null},{"id":"2108.05187","title":"Discriminative Distillation to Reduce Class Confusion in Continual Learning","created":"2021-08-11","cited_by_count":1,"area":null},{"id":"2206.15352","title":"Learning Citywide Patterns of Life from Trajectory Monitoring","created":"2022-06-30","cited_by_count":1,"area":null},{"id":"2312.03309","title":"Benchmarking Continual Learning from Cognitive Perspectives","created":"2023-12-06","cited_by_count":1,"area":null},{"id":"2101.00001","title":"Etat de l'art sur l'application des bandits multi-bras","created":"2021-01-04","cited_by_count":0,"area":null}],"next_cursor":null}