| Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants | Aug 3, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category Discovery | Jul 20, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| S3C: Self-Supervised Stochastic Classifiers for Few-Shot Class-Incremental Learning | Jul 5, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Learnability and Algorithm for Continual Learning | Jun 22, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Prediction Error-based Classification for Class-Incremental Learning | May 30, 2023 | Classificationclass-incremental learning | CodeCode Available | 1 |
| Learning without Forgetting for Vision-Language Models | May 30, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse Data | Apr 8, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Learning with Fantasy: Semantic-Aware Virtual Contrastive Constraint for Few-Shot Class-Incremental Learning | Apr 2, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Towards Open Temporal Graph Neural Networks | Mar 27, 2023 | 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 |
| Class-Incremental Exemplar Compression for Class-Incremental Learning | Mar 24, 2023 | Bilevel Optimizationclass-incremental learning | CodeCode Available | 1 |
| Steering Prototypes with Prompt-tuning for Rehearsal-free Continual Learning | Mar 16, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need | Mar 13, 2023 | Allclass-incremental learning | CodeCode Available | 1 |
| Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models | Mar 12, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Multimodal Parameter-Efficient Few-Shot Class Incremental Learning | Mar 8, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Knowledge Restore and Transfer for Multi-label Class-Incremental Learning | Feb 26, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class Incremental Learning | Feb 6, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| No One Left Behind: Real-World Federated Class-Incremental Learning | Feb 2, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning | Feb 2, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Uncertainty-Aware Distillation for Semi-Supervised Few-Shot Class-Incremental Learning | Jan 24, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Online Hyperparameter Optimization for Class-Incremental Learning | Jan 11, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| NAPA-VQ: Neighborhood-Aware Prototype Augmentation with Vector Quantization for Continual Learning | Jan 1, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Data-Free Class-Incremental Hand Gesture Recognition | Jan 1, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Few-Shot Class-Incremental Learning via Class-Aware Bilateral Distillation | Jan 1, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Resolving Task Confusion in Dynamic Expansion Architectures for Class Incremental Learning | Dec 29, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
