{"total":17,"rows":[{"id":"2402.02314","title":"Selecting Large Language Model to Fine-tune via Rectified Scaling Law","created":"2024-02-04","cited_by_count":33,"area":null},{"id":"2412.15571","title":"Continual Learning Using a Kernel-Based Method Over Foundation Models","created":"2024-12-20","cited_by_count":14,"area":null},{"id":"2410.10341","title":"Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approach","created":"2024-10-14","cited_by_count":12,"area":null},{"id":"2411.16064","title":"Multi-Granularity Class Prototype Topology Distillation for Class-Incremental Source-Free Unsupervised Domain Adaptation","created":"2024-11-25","cited_by_count":10,"area":null},{"id":"2407.14029","title":"PASS++: A Dual Bias Reduction Framework for Non-Exemplar Class-Incremental Learning","created":"2024-07-19","cited_by_count":8,"area":null},{"id":"2501.15454","title":"On the Discrimination and Consistency for Exemplar-Free Class Incremental Learning","created":"2025-01-26","cited_by_count":8,"area":null},{"id":"2511.13880","title":"AnaCP: Toward Upper-Bound Continual Learning via Analytic Contrastive Projection","created":"2025-11-17","cited_by_count":7,"area":null},{"id":"2406.04584","title":"CLoG: Benchmarking Continual Learning of Image Generation Models","created":"2024-06-07","cited_by_count":5,"area":null},{"id":"2501.14278","title":"Active Learning for Continual Learning: Keeping the Past Alive in the Present","created":"2025-01-24","cited_by_count":5,"area":null},{"id":"2411.19154","title":"DESIRE: Dynamic Knowledge Consolidation for Rehearsal-Free Continual Learning","created":"2024-11-28","cited_by_count":4,"area":null},{"id":"2502.12388","title":"Achieving Upper Bound Accuracy of Joint Training in Continual Learning","created":"2025-02-17","cited_by_count":4,"area":null},{"id":"2503.17677","title":"Reducing Class-wise Confusion for Incremental Learning with Disentangled Manifolds","created":"2025-03-22","cited_by_count":4,"area":null},{"id":"2505.23412","title":"Buffer-free Class-Incremental Learning with Out-of-Distribution Detection","created":"2025-05-29","cited_by_count":2,"area":null},{"id":"2411.09475","title":"ResidualDroppath: Enhancing Feature Reuse over Residual Connections","created":"2024-11-14","cited_by_count":0,"area":null},{"id":"2604.17822","title":"GR4CIL: Gap-compensated Routing for CLIP-based Class Incremental Learning","created":"2026-04-20","cited_by_count":0,"area":null},{"id":"2609.34503","title":"Distribution-Conditioned Task Routing for Class-Incremental Learning","created":"2026-09-28","cited_by_count":0,"area":null},{"id":"2610.19876","title":"SPARS: A Stability-Plasticity-Aware Region Selection Framework for Continual Learning","created":"2026-10-14","cited_by_count":0,"area":null}],"next_cursor":null}