| Continuous Knowledge-Preserving Decomposition for Few-Shot Continual Learning | Jan 9, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning | Feb 2, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class Incremental Learning | Feb 6, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| NTK-Guided Few-Shot Class Incremental Learning | Mar 19, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| On the Soft-Subnetwork for Few-shot Class Incremental Learning | Sep 15, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Uncertainty-Aware Distillation for Semi-Supervised Few-Shot Class-Incremental Learning | Jan 24, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Forget-free Continual Learning with Soft-Winning SubNetworks | Mar 27, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Few-Shot Class-Incremental Learning | Apr 23, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Few-Shot Class-Incremental Learning via Class-Aware Bilateral Distillation | Jan 1, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Few-Shot Incremental Learning with Continually Evolved Classifiers | Apr 7, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| FILP-3D: Enhancing 3D Few-shot Class-incremental Learning with Pre-trained Vision-Language Models | Dec 28, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Enhancing Few-Shot Class-Incremental Learning via Training-Free Bi-Level Modality Calibration | Jan 1, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Covariance-based Space Regularization for Few-shot Class Incremental Learning | Nov 2, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Constructing Sample-to-Class Graph for Few-Shot Class-Incremental Learning | Oct 31, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Active Class Selection for Few-Shot Class-Incremental Learning | Jul 5, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Compositional Few-Shot Class-Incremental Learning | May 27, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| GKEAL: Gaussian Kernel Embedded Analytic Learning for Few-Shot Class Incremental Task | Jan 1, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| A streamlined Approach to Multimodal Few-Shot Class Incremental Learning for Fine-Grained Datasets | Mar 10, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Class Balance Matters to Active Class-Incremental Learning | Dec 9, 2024 | Active Learningclass-incremental learning | CodeCode Available | 0 | 5 |
| Foundation Model-Powered 3D Few-Shot Class Incremental Learning via Training-free Adaptor | Oct 11, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| CBCL-PR: A Cognitively Inspired Model for Class-Incremental Learning in Robotics | Jul 31, 2023 | AI Agentclass-incremental learning | CodeCode Available | 0 | 5 |
| Knowledge Transfer-Driven Few-Shot Class-Incremental Learning | Jun 19, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Few-shot Tuning of Foundation Models for Class-incremental Learning | May 26, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| A Forward and Backward Compatible Framework for Few-shot Class-incremental Pill Recognition | Apr 24, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
