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| Few-Shot Class-Incremental Learning from an Open-Set Perspective | Jul 30, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Few-shot Class-incremental Learning for 3D Point Cloud Objects | May 30, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Geometer: Graph Few-Shot Class-Incremental Learning via Prototype Representation | May 27, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks | Mar 31, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Constrained Few-shot Class-incremental Learning | Mar 30, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Forward Compatible Few-Shot Class-Incremental Learning | Mar 14, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Graph Few-shot Class-incremental Learning | Dec 23, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat Minima | Oct 30, 2021 | Few-Shot Class-Incremental LearningFew-Shot Learning | CodeCode Available | 1 |
| Subspace Regularizers for Few-Shot Class Incremental Learning | Oct 13, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Self-Promoted Prototype Refinement for Few-Shot Class-Incremental Learning | Jul 19, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Few-Shot Incremental Learning with Continually Evolved Classifiers | Apr 7, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Few-Shot Class-Incremental Learning | Apr 23, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Few-Shot Class-Incremental Learning For Efficient SAR Automatic Target Recognition | May 26, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| MEGA: Second-Order Gradient Alignment for Catastrophic Forgetting Mitigation in GFSCIL | Apr 18, 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 |
| Diffusion Meets Few-shot Class Incremental Learning | Mar 30, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Learn by Reasoning: Analogical Weight Generation for Few-Shot Class-Incremental Learning | Mar 27, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| An experimental approach on Few Shot Class Incremental Learning | Mar 14, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Singular Value Fine-tuning for Few-Shot Class-Incremental Learning | Mar 13, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| A New Benchmark for Few-Shot Class-Incremental Learning: Redefining the Upper Bound | Mar 13, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| FSCIL-SEI: Few-Shot Class-Incremental Learning Approach for Specific Emitter Identification | Mar 3, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Brain-inspired analogical mixture prototypes for few-shot class-incremental learning | Feb 26, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning | Feb 12, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Controllable Forgetting Mechanism for Few-Shot Class-Incremental Learning | Jan 27, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
