| FeTrIL: Feature Translation for Exemplar-Free Class-Incremental Learning | Nov 23, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| A Theoretical Study on Solving Continual Learning | Nov 4, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Margin-Based Few-Shot Class-Incremental Learning with Class-Level Overfitting Mitigation | Oct 10, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Long-Tailed Class Incremental Learning | Oct 1, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| On the Soft-Subnetwork for Few-shot Class Incremental Learning | Sep 15, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| A Multi-Head Model for Continual Learning via Out-of-Distribution Replay | Aug 20, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer | Aug 7, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Few-Shot Class-Incremental Learning from an Open-Set Perspective | Jul 30, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Multi-Granularity Regularized Re-Balancing for Class Incremental Learning | Jun 30, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Few-shot Class-incremental Learning for 3D Point Cloud Objects | May 30, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Geometer: Graph Few-Shot Class-Incremental Learning via Prototype Representation | May 27, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| LifeLonger: A Benchmark for Continual Disease Classification | Apr 12, 2022 | Classificationclass-incremental learning | CodeCode Available | 1 |
| FOSTER: Feature Boosting and Compression for Class-Incremental Learning | Apr 10, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Class-Incremental Learning with Strong Pre-trained Models | Apr 7, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Class-Incremental Learning by Knowledge Distillation with Adaptive Feature Consolidation | Apr 2, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks | Mar 31, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Constrained Few-shot Class-incremental Learning | Mar 30, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Energy-based Latent Aligner for Incremental Learning | Mar 28, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| R-DFCIL: Relation-Guided Representation Learning for Data-Free Class Incremental Learning | Mar 24, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Federated Class-Incremental Learning | Mar 22, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Continual Learning Based on OOD Detection and Task Masking | Mar 17, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Forward Compatible Few-Shot Class-Incremental Learning | Mar 14, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Self-Sustaining Representation Expansion for Non-Exemplar Class-Incremental Learning | Mar 12, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Representation Compensation Networks for Continual Semantic Segmentation | Mar 10, 2022 | Class Incremental LearningContinual Learning | CodeCode Available | 1 |
| New Insights on Reducing Abrupt Representation Change in Online Continual Learning | Mar 8, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
