{"total":20,"rows":[{"id":"2506.03951","title":"Rethinking the Stability-Plasticity Trade-off in Continual Learning from an Architectural Perspective","created":"2025-06-04","cited_by_count":14,"area":null},{"id":"2403.09066","title":"Hyperparameters in Continual Learning: A Reality Check","created":"2024-03-14","cited_by_count":12,"area":null},{"id":"2502.07274","title":"Forget Forgetting: Continual Learning in a World of Abundant Memory","created":"2025-02-11","cited_by_count":11,"area":null},{"id":"2410.15143","title":"Budgeted Online Continual Learning by Adaptive Layer Freezing and Frequency-based Sampling","created":"2024-10-19","cited_by_count":7,"area":null},{"id":"2412.18177","title":"Enhancing Online Continual Learning with Plug-and-Play State Space Model and Class-Conditional Mixture of Discretization","created":"2024-12-24","cited_by_count":7,"area":null},{"id":"2411.13852","title":"Dealing with Synthetic Data Contamination in Online Continual Learning","created":"2024-11-21","cited_by_count":5,"area":null},{"id":"2407.18526","title":"Constructing Enhanced Mutual Information for Online Class-Incremental Learning","created":"2024-07-26","cited_by_count":2,"area":null},{"id":"2412.20034","title":"Maintain Plasticity in Long-timescale Continual Test-time Adaptation","created":"2024-12-28","cited_by_count":1,"area":null},{"id":"2507.12305","title":"PROL : Rehearsal Free Continual Learning in Streaming Data via Prompt Online Learning","created":"2025-07-16","cited_by_count":1,"area":null},{"id":"2508.08052","title":"On Understanding of the Dynamics of Model Capacity in Continual Learning","created":"2025-08-11","cited_by_count":1,"area":null},{"id":"2603.20648","title":"A Multihead Continual Learning Framework for Fine-Grained Fashion Image Retrieval with Contrastive Learning and Exponential Moving Average Distillation","created":"2026-03-21","cited_by_count":1,"area":null},{"id":"2502.18762","title":"From Offline to Online Memory-Free and Task-Free Continual Learning via Fine-Grained Hypergradients","created":"2025-02-26","cited_by_count":0,"area":null},{"id":"2506.10489","title":"Class-Incremental Learning for Honey Botanical Origin Classification with Hyperspectral Images: A Study with Continual Backpropagation","created":"2025-06-12","cited_by_count":0,"area":null},{"id":"2508.08677","title":"Multi-level Collaborative Distillation Meets Global Workspace Model: A Unified Framework for OCIL","created":"2025-08-12","cited_by_count":0,"area":null},{"id":"2512.03537","title":"Pushing the Limits of Distillation-Based Continual Learning via Classifier-Proximal Lightweight Plugins","created":"2025-12-03","cited_by_count":0,"area":null},{"id":"2512.21743","title":"Dynamic Feedback Engines: Layer-Wise Control for Self-Regulating Continual Learning","created":"2025-12-25","cited_by_count":0,"area":null},{"id":"2601.10312","title":"We Need a More Robust Classifier: Dual Causal Learning Empowers Domain-Incremental Time Series Classification","created":"2026-01-15","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},{"id":"2608.26720","title":"Parameter Efficient Continual Learning for Sparse Event-Based Transformers","created":"2026-08-27","cited_by_count":0,"area":null},{"id":"2608.26960","title":"Geo-LoRA: Geometry-Aware Subspace Evolution for Low-Rank Adaptation in Continual Learning","created":"2026-08-27","cited_by_count":0,"area":null}],"next_cursor":null}