| TEAL: New Selection Strategy for Small Buffers in Experience Replay Class Incremental Learning | Jun 30, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Less is more: Summarizing Patch Tokens for efficient Multi-Label Class-Incremental Learning | May 24, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Revisiting Neural Networks for Continual Learning: An Architectural Perspective | Apr 23, 2024 | Class Incremental LearningContinual Learning | CodeCode Available | 1 |
| Calibrating Higher-Order Statistics for Few-Shot Class-Incremental Learning with Pre-trained Vision Transformers | Apr 9, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Semantically-Shifted Incremental Adapter-Tuning is A Continual ViTransformer | Mar 29, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Generative Multi-modal Models are Good Class-Incremental Learners | Mar 27, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning | Mar 27, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning | Mar 23, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| GACL: Exemplar-Free Generalized Analytic Continual Learning | Mar 23, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Text-Enhanced Data-free Approach for Federated Class-Incremental Learning | Mar 21, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
