| NICE: Neurogenesis Inspired Contextual Encoding for Replay-free Class Incremental Learning | Jan 1, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Federated Class-Incremental Learning with New-Class Augmented Self-Distillation | Jan 1, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| FILP-3D: Enhancing 3D Few-shot Class-incremental Learning with Pre-trained Vision-Language Models | Dec 28, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Fine-Grained Knowledge Selection and Restoration for Non-Exemplar Class Incremental Learning | Dec 20, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Continual Learning: Forget-free Winning Subnetworks for Video Representations | Dec 19, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| DSS: A Diverse Sample Selection Method to Preserve Knowledge in Class-Incremental Learning | Dec 14, 2023 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| PBES: PCA Based Exemplar Sampling Algorithm for Continual Learning | Dec 14, 2023 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Class-Wise Buffer Management for Incremental Object Detection: An Effective Buffer Training Strategy | Dec 14, 2023 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Read Between the Layers: Leveraging Multi-Layer Representations for Rehearsal-Free Continual Learning with Pre-Trained Models | Dec 13, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models | Dec 13, 2023 | Class Incremental LearningIncremental Learning | CodeCode Available | 1 |
