| Adaptive Aggregation Networks for Class-Incremental Learning | Oct 10, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams | Sep 2, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| RODEO: Replay for Online Object Detection | Aug 14, 2020 | Class Incremental LearningContinual Learning | CodeCode Available | 1 |
| Brain-inspired replay for continual learning with artificial neural networks | Aug 13, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| GDumb: A Simple Approach that Questions Our Progress in Continual Learning | Aug 1, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Insights from the Future for Continual Learning | Jun 24, 2020 | Class Incremental LearningContinual Learning | CodeCode Available | 1 |
| Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old Labels | May 12, 2020 | Autonomous Drivingclass-incremental learning | CodeCode Available | 1 |
| PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning | Apr 28, 2020 | Class Incremental LearningContinual Learning | CodeCode Available | 1 |
| Few-Shot Class-Incremental Learning | Apr 23, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Generative Feature Replay For Class-Incremental Learning | Apr 20, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Dark Experience for General Continual Learning: a Strong, Simple Baseline | Apr 15, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Semantic Drift Compensation for Class-Incremental Learning | Apr 1, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Mnemonics Training: Multi-Class Incremental Learning without Forgetting | Feb 24, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Maintaining Discrimination and Fairness in Class Incremental Learning | Nov 16, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Rehearsal-Free Continual Learning over Small Non-I.I.D. Batches | Jul 8, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| On Tiny Episodic Memories in Continual Learning | Feb 27, 2019 | Class Incremental LearningContinual Learning | CodeCode Available | 1 |
| A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks | Jul 10, 2018 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Overcoming catastrophic forgetting in neural networks | Dec 2, 2016 | Atari Gamesclass-incremental learning | CodeCode Available | 1 |
| iCaRL: Incremental Classifier and Representation Learning | Nov 23, 2016 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| The Bayesian Approach to Continual Learning: An Overview | Jul 11, 2025 | Bayesian Inferenceclass-incremental learning | —Unverified | 0 |
| Balancing the Past and Present: A Coordinated Replay Framework for Federated Class-Incremental Learning | Jul 10, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Class-Incremental Learning for Honey Botanical Origin Classification with Hyperspectral Images: A Study with Continual Backpropagation | Jun 12, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Hyperbolic Dual Feature Augmentation for Open-Environment | Jun 10, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental Learning | Jun 1, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Buffer-free Class-Incremental Learning with Out-of-Distribution Detection | May 29, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
