| MEGA: Second-Order Gradient Alignment for Catastrophic Forgetting Mitigation in GFSCIL | Apr 18, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| GPS: Distilling Compact Memories via Grid-based Patch Sampling for Efficient Online Class-Incremental Learning | Apr 14, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Adaptive Additive Parameter Updates of Vision Transformers for Few-Shot Continual Learning | Apr 11, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| CMIP-CIL: A Cross-Modal Benchmark for Image-Point Class Incremental Learning | Apr 11, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| LoRAX: LoRA eXpandable Networks for Continual Synthetic Image Attribution | Apr 10, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| FM-LoRA: Factorized Low-Rank Meta-Prompting for Continual Learning | Apr 9, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| GOTHAM: Graph Class Incremental Learning Framework under Weak Supervision | Apr 7, 2025 | Attributeclass-incremental learning | CodeCode Available | 0 |
| ProtoGuard-guided PROPEL: Class-Aware Prototype Enhancement and Progressive Labeling for Incremental 3D Point Cloud Segmentation | Apr 2, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Diffusion Meets Few-shot Class Incremental Learning | Mar 30, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| T-CIL: Temperature Scaling using Adversarial Perturbation for Calibration in Class-Incremental Learning | Mar 28, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
