| CALA: A Class-Aware Logit Adapter for Few-Shot Class-Incremental Learning | Dec 17, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Contrastive Augmented Graph2Graph Memory Interaction for Few Shot Continual Learning | Mar 7, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Controllable Forgetting Mechanism for Few-Shot Class-Incremental Learning | Jan 27, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Controllable Relation Disentanglement for Few-Shot Class-Incremental Learning | Mar 17, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Delve into Base-Novel Confusion: Redundancy Exploration for Few-Shot Class-Incremental Learning | May 8, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Demystifying the Base and Novel Performances for Few-shot Class-incremental Learning | Jun 18, 2022 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Diffusion Meets Few-shot Class Incremental Learning | Mar 30, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches | Mar 28, 2022 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Dual Embodied-Symbolic Concept Representations for Deep Learning | Mar 1, 2022 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Embedding Space Allocation with Angle-Norm Joint Classifiers for Few-Shot Class-Incremental Learning | Nov 14, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Enhanced Few-Shot Class-Incremental Learning via Ensemble Models | Jan 14, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Evaluating Pretrained models for Deployable Lifelong Learning | Nov 22, 2023 | Atari Gamesclass-incremental learning | —Unverified | 0 | 0 |
| Evolving Dictionary Representation for Few-shot Class-incremental Learning | May 3, 2023 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Exemplar-Based Contrastive Self-Supervised Learning with Few-Shot Class Incremental Learning | Feb 5, 2022 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Few-shot Class-incremental Learning for Classification and Object Detection: A Survey | Aug 13, 2023 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Few-Shot Class-Incremental Learning For Efficient SAR Automatic Target Recognition | May 26, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Few-shot Class-incremental Learning for Cross-domain Disease Classification | Apr 12, 2023 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Few-Shot Class-Incremental Learning for Named Entity Recognition | May 1, 2022 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Few Shot Class Incremental Learning using Vision-Language models | May 2, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| MgSvF: Multi-Grained Slow vs. Fast Framework for Few-Shot Class-Incremental Learning | Jun 28, 2020 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Few-Shot Class-Incremental Learning with Non-IID Decentralized Data | Sep 18, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| FSCIL-SEI: Few-Shot Class-Incremental Learning Approach for Specific Emitter Identification | Mar 3, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Hyperbolic Uncertainty-Aware Few-Shot Incremental Point Cloud Segmentation | Jan 1, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Image-Object-Specific Prompt Learning for Few-Shot Class-Incremental Learning | Sep 6, 2023 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Incremental few-shot learning via vector quantization in deep embedded space | Jan 1, 2021 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |