| 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 |
| Learning Adaptive Embedding Considering Incremental Class | Aug 31, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Initial Classifier Weights Replay for Memoryless Class Incremental Learning | Aug 31, 2020 | Allclass-incremental learning | —Unverified | 0 |
| Active Class Incremental Learning for Imbalanced Datasets | Aug 25, 2020 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| 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 |
| Continual Class Incremental Learning for CT Thoracic Segmentation | Aug 12, 2020 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Memory Efficient Class-Incremental Learning for Image Classification | Aug 4, 2020 | Classificationclass-incremental learning | —Unverified | 0 |
| Topology-Preserving Class-Incremental Learning | Aug 1, 2020 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| GDumb: A Simple Approach that Questions Our Progress in Continual Learning | Aug 1, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Neuromodulated Neural Architectures with Local Error Signals for Memory-Constrained Online Continual Learning | Jul 16, 2020 | Bayesian OptimizationClass Incremental Learning | —Unverified | 0 |
| SpaceNet: Make Free Space For Continual Learning | Jul 15, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| MgSvF: Multi-Grained Slow vs. Fast Framework for Few-Shot Class-Incremental Learning | Jun 28, 2020 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Insights from the Future for Continual Learning | Jun 24, 2020 | Class Incremental LearningContinual Learning | CodeCode Available | 1 |
| Multilayer Neuromodulated Architectures for Memory-Constrained Online Continual Learning | Jun 12, 2020 | Bayesian Optimizationclass-incremental learning | —Unverified | 0 |
| Self-Supervised Learning Aided Class-Incremental Lifelong Learning | Jun 10, 2020 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old Labels | May 12, 2020 | Autonomous Drivingclass-incremental learning | CodeCode Available | 1 |
| Generative Feature Replay with Orthogonal Weight Modification for Continual Learning | May 7, 2020 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| 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 |
| Supervised Contrastive Learning | Apr 23, 2020 | Class Incremental LearningContrastive Learning | CodeCode Available | 2 |
| 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 |
