| NTK-Guided Few-Shot Class Incremental Learning | Mar 19, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| CoLeCLIP: Open-Domain Continual Learning via Joint Task Prompt and Vocabulary Learning | Mar 15, 2024 | 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 |
| Elastic Feature Consolidation for Cold Start Exemplar-Free Incremental Learning | Feb 6, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning | Jan 4, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Learning Prompt with Distribution-Based Feature Replay for Few-Shot Class-Incremental Learning | Jan 3, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Federated Class-Incremental Learning with New-Class Augmented Self-Distillation | Jan 1, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| NICE: Neurogenesis Inspired Contextual Encoding for Replay-free Class Incremental Learning | Jan 1, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental Learning | Jan 1, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Generative Multi-modal Models are Good Class Incremental Learners | Jan 1, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| 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 |
| Continual Learning: Forget-free Winning Subnetworks for Video Representations | Dec 19, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models | Dec 13, 2023 | Class Incremental LearningIncremental Learning | CodeCode Available | 1 |
| Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration | Dec 8, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Rethinking Class-incremental Learning in the Era of Large Pre-trained Models via Test-Time Adaptation | Oct 17, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Class Incremental Learning via Likelihood Ratio Based Task Prediction | Sep 26, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning | Sep 25, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Class-Incremental Grouping Network for Continual Audio-Visual Learning | Sep 11, 2023 | audio-visual learningclass-incremental learning | CodeCode Available | 1 |
| Masked Autoencoders are Efficient Class Incremental Learners | Aug 24, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Audio-Visual Class-Incremental Learning | Aug 21, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| A Comprehensive Empirical Evaluation on Online Continual Learning | Aug 20, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning | Aug 18, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning | Aug 18, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Online Class Incremental Learning on Stochastic Blurry Task Boundary via Mask and Visual Prompt Tuning | Aug 18, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Heterogeneous Forgetting Compensation for Class-Incremental Learning | Aug 7, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
