| Strategic Base Representation Learning via Feature Augmentations for Few-Shot Class Incremental Learning | Jan 16, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Language-Inspired Relation Transfer for Few-shot Class-Incremental Learning | Jan 10, 2025 | 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 |
| Hyperbolic Uncertainty-Aware Few-Shot Incremental Point Cloud Segmentation | Jan 1, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning | Jan 1, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| SEC-Prompt:SEmantic Complementary Prompting for Few-Shot Class-Incremental Learning | Jan 1, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Breaking Fine-Grained Classification Barriers with Cost-Free Data in Few-Shot Class-Incremental Learning | Dec 29, 2024 | Classificationclass-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 |
| CALA: A Class-Aware Logit Adapter for Few-Shot Class-Incremental Learning | Dec 17, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| On Distilling the Displacement Knowledge for Few-Shot Class-Incremental Learning | Dec 15, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Class Balance Matters to Active Class-Incremental Learning | Dec 9, 2024 | Active Learningclass-incremental learning | CodeCode Available | 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 |
| Inductive Graph Few-shot Class Incremental Learning | Nov 11, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning | Nov 11, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Covariance-based Space Regularization for Few-shot Class Incremental Learning | Nov 2, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Foundation Model-Powered 3D Few-Shot Class Incremental Learning via Training-free Adaptor | Oct 11, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Few-Shot Class-Incremental Learning with Non-IID Decentralized Data | Sep 18, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Knowledge Adaptation Network for Few-Shot Class-Incremental Learning | Sep 18, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Towards Robust Few-shot Class Incremental Learning in Audio Classification using Contrastive Representation | Jul 27, 2024 | Audio Classificationclass-incremental learning | —Unverified | 0 |
| Compositional Few-Shot Class-Incremental Learning | May 27, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Few-shot Tuning of Foundation Models for Class-incremental Learning | May 26, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Delve into Base-Novel Confusion: Redundancy Exploration for Few-Shot Class-Incremental Learning | May 8, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Few-Shot Class Incremental Learning via Robust Transformer Approach | May 8, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Few Shot Class Incremental Learning using Vision-Language models | May 2, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| A Bag of Tricks for Few-Shot Class-Incremental Learning | Mar 21, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |