| Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approach | Oct 14, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| CLOSER: Towards Better Representation Learning for Few-Shot Class-Incremental Learning | Oct 8, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning | Sep 26, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| A preliminary study on continual learning in computer vision using Kolmogorov-Arnold Networks | Sep 20, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| AIR: Analytic Imbalance Rectifier for Continual Learning | Aug 19, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Mitigating Background Shift in Class-Incremental Semantic Segmentation | Jul 16, 2024 | Class Incremental LearningClass-Incremental Semantic Segmentation | CodeCode Available | 1 |
| Exemplar-free Continual Representation Learning via Learnable Drift Compensation | Jul 11, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Rethinking Few-shot Class-incremental Learning: Learning from Yourself | Jul 10, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning | Jul 8, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| OpenCIL: Benchmarking Out-of-Distribution Detection in Class-Incremental Learning | Jul 8, 2024 | Benchmarkingclass-incremental learning | CodeCode Available | 1 |
