| LoRA Subtraction for Drift-Resistant Space in Exemplar-Free Continual Learning | Mar 23, 2025 | Continual LearningExemplar-Free | CodeCode Available | 1 |
| EFC++: Elastic Feature Consolidation with Prototype Re-balancing for Cold Start Exemplar-free Incremental Learning | Mar 13, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Semantic Shift Estimation via Dual-Projection and Classifier Reconstruction for Exemplar-Free Class-Incremental Learning | Mar 7, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Incremental Learning with Repetition via Pseudo-Feature Projection | Feb 27, 2025 | Exemplar-FreeIncremental Learning | CodeCode Available | 0 |
| ConSense: Continually Sensing Human Activity with WiFi via Growing and Picking | Feb 18, 2025 | Activity Recognitionclass-incremental learning | CodeCode Available | 0 |
| On the Discrimination and Consistency for Exemplar-Free Class Incremental Learning | Jan 26, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning | Jan 16, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| CSTA: Spatial-Temporal Causal Adaptive Learning for Exemplar-Free Video Class-Incremental Learning | Jan 13, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Adapter Merging with Centroid Prototype Mapping for Scalable Class-Incremental Learning | Dec 24, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| DASK: Distribution Rehearsing via Adaptive Style Kernel Learning for Exemplar-Free Lifelong Person Re-Identification | Dec 12, 2024 | Exemplar-FreeKnowledge Distillation | CodeCode Available | 0 |
