| MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning | Dec 12, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 4 | 5 |
| Class-Incremental Learning: A Survey | Feb 7, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 2 | 5 |
| Class-Incremental Learning with CLIP: Adaptive Representation Adjustment and Parameter Fusion | Jul 19, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 2 | 5 |
| Supervised Contrastive Learning | Apr 23, 2020 | Class Incremental LearningContrastive Learning | CodeCode Available | 2 | 5 |
| External Knowledge Injection for CLIP-Based Class-Incremental Learning | Mar 11, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 2 | 5 |
| Class-incremental Learning for Time Series: Benchmark and Evaluation | Feb 19, 2024 | Activity RecognitionBenchmarking | CodeCode Available | 2 | 5 |
| Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning | Mar 18, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 2 | 5 |
| Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models | Jul 7, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 2 | 5 |
| Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners | Apr 2, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 2 | 5 |
| Three scenarios for continual learning | Apr 15, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 2 | 5 |
| A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning | May 26, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 2 | 5 |
| Learning without Forgetting | Jun 29, 2016 | Class Incremental LearningContinual Learning | CodeCode Available | 2 | 5 |
| PILOT: A Pre-Trained Model-Based Continual Learning Toolbox | Sep 13, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 2 | 5 |
| Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old Labels | May 12, 2020 | Autonomous Drivingclass-incremental learning | CodeCode Available | 1 | 5 |
| Class-Incremental Learning by Knowledge Distillation with Adaptive Feature Consolidation | Apr 2, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Class-Incremental Exemplar Compression for Class-Incremental Learning | Mar 24, 2023 | Bilevel Optimizationclass-incremental learning | CodeCode Available | 1 | 5 |
| A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks | Jul 10, 2018 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Class-Incremental Grouping Network for Continual Audio-Visual Learning | Sep 11, 2023 | audio-visual learningclass-incremental learning | CodeCode Available | 1 | 5 |
| Class-Incremental Learning for Wireless Device Identification in IoT | May 8, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning | Mar 23, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| A Multi-Head Model for Continual Learning via Out-of-Distribution Replay | Aug 20, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Brain-inspired replay for continual learning with artificial neural networks | Aug 13, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| A Comprehensive Empirical Evaluation on Online Continual Learning | Aug 20, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning | Aug 18, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Adaptive Decision Boundary for Few-Shot Class-Incremental Learning | Apr 15, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
