| Continuous Knowledge-Preserving Decomposition for Few-Shot Continual Learning | Jan 9, 2025 | 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 |
| Subspace Regularizers for Few-Shot Class Incremental Learning | Oct 13, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| CLOSER: Towards Better Representation Learning for Few-Shot Class-Incremental Learning | Oct 8, 2024 | 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 with Attention-Aware Self-Adaptive Prompt | Mar 14, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Forget-free Continual Learning with Soft-Winning SubNetworks | Mar 27, 2023 | 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 |
| Graph Few-shot Class-incremental Learning | Dec 23, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning | Jul 8, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Margin-Based Few-Shot Class-Incremental Learning with Class-Level Overfitting Mitigation | Oct 10, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Calibrating Higher-Order Statistics for Few-Shot Class-Incremental Learning with Pre-trained Vision Transformers | Apr 9, 2024 | 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 |
| Bias Mitigating Few-Shot Class-Incremental Learning | Feb 1, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Controllable Relation Disentanglement for Few-Shot Class-Incremental Learning | Mar 17, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| AnchorInv: Few-Shot Class-Incremental Learning of Physiological Signals via Representation Space Guided Inversion | Dec 18, 2024 | 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 |
| Contrastive Augmented Graph2Graph Memory Interaction for Few Shot Continual Learning | Mar 7, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Balanced Supervised Contrastive Learning for Few-Shot Class-Incremental Learning | May 26, 2023 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Attraction Diminishing and Distributing for Few-Shot Class-Incremental Learning | Jan 1, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| A Survey on Few-Shot Class-Incremental Learning | Apr 17, 2023 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Few-Shot Class-Incremental Learning for Named Entity Recognition | May 1, 2022 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Few-shot Class-incremental Learning for Cross-domain Disease Classification | Apr 12, 2023 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Aggregated f-average Neural Network for Interpretable Ensembling | Oct 9, 2023 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Few-Shot Class-Incremental Learning with Non-IID Decentralized Data | Sep 18, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |