| Cognitively-Inspired Model for Incremental Learning Using a Few Examples | Feb 27, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Category Adaptation Meets Projected Distillation in Generalized Continual Category Discovery | Aug 23, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| IAP: Improving Continual Learning of Vision-Language Models via Instance-Aware Prompting | Mar 26, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Knowledge Transfer-Driven Few-Shot Class-Incremental Learning | Jun 19, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Class Incremental Learning with Multi-Teacher Distillation | Jan 1, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Continual Learning for Remote Physiological Measurement: Minimize Forgetting and Simplify Inference | Jul 19, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Foundation Model-Powered 3D Few-Shot Class Incremental Learning via Training-free Adaptor | Oct 11, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Fine-Grained Knowledge Selection and Restoration for Non-Exemplar Class Incremental Learning | Dec 20, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| FOCIL: Finetune-and-Freeze for Online Class Incremental Learning by Training Randomly Pruned Sparse Experts | Mar 13, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Continual Deep Active Learning for Medical Imaging: Replay-Base Architecture for Context Adaptation | Jan 14, 2025 | Active Learningclass-incremental learning | CodeCode Available | 0 | 5 |