| Learning without Forgetting for Vision-Language Models | May 30, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse Data | Apr 8, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Learning with Fantasy: Semantic-Aware Virtual Contrastive Constraint for Few-Shot Class-Incremental Learning | Apr 2, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Forget-free Continual Learning with Soft-Winning SubNetworks | Mar 27, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Towards Open Temporal Graph Neural Networks | Mar 27, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Class-Incremental Exemplar Compression for Class-Incremental Learning | Mar 24, 2023 | Bilevel Optimizationclass-incremental learning | CodeCode Available | 1 |
| Steering Prototypes with Prompt-tuning for Rehearsal-free Continual Learning | Mar 16, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need | Mar 13, 2023 | Allclass-incremental learning | CodeCode Available | 1 |
| Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models | Mar 12, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Multimodal Parameter-Efficient Few-Shot Class Incremental Learning | Mar 8, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |