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| Order-Robust Class Incremental Learning: Graph-Driven Dynamic Similarity Grouping | Feb 27, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning | Feb 11, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Continuous Knowledge-Preserving Decomposition for Few-Shot Continual Learning | Jan 9, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| MalCL: Leveraging GAN-Based Generative Replay to Combat Catastrophic Forgetting in Malware Classification | Jan 2, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Revisiting Generative Replay for Class Incremental Object Detection | Jan 1, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Enhancing Few-Shot Class-Incremental Learning via Training-Free Bi-Level Modality Calibration | Jan 1, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Adapter Merging with Centroid Prototype Mapping for Scalable Class-Incremental Learning | Dec 24, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Continual Learning Using a Kernel-Based Method Over Foundation Models | Dec 20, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| CAPrompt: Cyclic Prompt Aggregation for Pre-Trained Model Based Class Incremental Learning | Dec 12, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
