{"total":22,"rows":[{"id":"2501.00365","title":"Low-Rank Adaptation for Foundation Models: A Comprehensive Review","created":"2024-12-31","cited_by_count":37,"area":null},{"id":"2505.24816","title":"CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental Learning","created":"2025-05-30","cited_by_count":28,"area":null},{"id":"2510.21188","title":"PLAN: Proactive Low-Rank Allocation for Continual Learning","created":"2025-10-24","cited_by_count":7,"area":null},{"id":"2604.20745","title":"Lifecycle-Aware Federated Continual Learning in Mobile Autonomous Systems","created":"2026-04-22","cited_by_count":7,"area":null},{"id":"2502.17920","title":"C-LoRA: Continual Low-Rank Adaptation for Pre-trained Visual Models","created":"2025-02-25","cited_by_count":3,"area":null},{"id":"2602.17559","title":"Revisiting Weight Regularization for Low-Rank Continual Learning","created":"2026-02-19","cited_by_count":3,"area":null},{"id":"2603.26929","title":"Live Interactive Training for Video Segmentation","created":"2026-03-27","cited_by_count":1,"area":null},{"id":"2604.04420","title":"Is Prompt Selection Necessary for Task-Free Online Continual Learning?","created":"2026-04-06","cited_by_count":1,"area":null},{"id":"2604.21280","title":"ImageHD: Energy-Efficient On-Device Continual Learning of Visual Representations via Hyperdimensional Computing","created":"2026-04-23","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":"2511.08226","title":"Are Current Continual Learning Methods Truly Agnostic? Introducing OPRE, a Step Toward Agnostic Continual Learning","created":"2025-11-11","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":"2603.09576","title":"Routing without Forgetting","created":"2026-03-10","cited_by_count":0,"area":null},{"id":"2603.13235","title":"Continual Fine-Tuning with Provably Accurate and Parameter-Free Task Retrieval","created":"2026-01-28","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":"2606.09430","title":"LargeMonitor: Monitoring Online Task-Free Continual Learning via Large Pretrained Models","created":"2026-06-08","cited_by_count":0,"area":null},{"id":"2607.10694","title":"Learning to Fine-tune Foundation Models under Resource Limitations","created":"2026-07-12","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":"2608.28237","title":"Efficient Online Continual Foundation Model Fine-Tuning for Predictive Process Monitoring","created":"2026-08-28","cited_by_count":0,"area":null},{"id":"2609.03406","title":"Neural-Collapse-guided Task-Free Continual Anomaly Detection","created":"2026-09-03","cited_by_count":0,"area":null},{"id":"2609.39367","title":"A Dynamical Theory of LoRA in Continual Learning","created":"2026-09-30","cited_by_count":0,"area":null},{"id":"2610.14787","title":"Formalizing Forgetting: Theory of Forgetting for Online Continual Learning","created":"2026-10-10","cited_by_count":0,"area":null}],"next_cursor":null}