| 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 |
| Memory Replay with Data Compression for Continual Learning | Feb 14, 2022 | Autonomous Drivingclass-incremental learning | CodeCode Available | 1 |
| Graph Few-shot Class-incremental Learning | Dec 23, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Learning to Prompt for Continual Learning | Dec 16, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning | Dec 9, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Class-Incremental Learning via Dual Augmentation | Dec 1, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion | Nov 22, 2021 | Class Incremental LearningContinual Learning | CodeCode Available | 1 |
| Subspace Regularizers for Few-Shot Class Incremental Learning | Oct 13, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Federated Reconnaissance: Efficient, Distributed, Class-Incremental Learning | Sep 1, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Co-Transport for Class-Incremental Learning | Jul 27, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Self-Promoted Prototype Refinement for Few-Shot Class-Incremental Learning | Jul 19, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network | Jul 3, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation | Jun 29, 2021 | Class Incremental LearningContinual Learning | CodeCode Available | 1 |
| SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning | Jun 22, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning | Jun 17, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Class-Incremental Learning for Wireless Device Identification in IoT | May 8, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Class-Incremental Learning with Generative Classifiers | Apr 20, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Few-Shot Incremental Learning with Continually Evolved Classifiers | Apr 7, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Avalanche: an End-to-End Library for Continual Learning | Apr 1, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| DER: Dynamically Expandable Representation for Class Incremental Learning | Mar 31, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Supervised Contrastive Replay: Revisiting the Nearest Class Mean Classifier in Online Class-Incremental Continual Learning | Mar 22, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Distilling Causal Effect of Data in Class-Incremental Learning | Mar 2, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Essentials for Class Incremental Learning | Feb 18, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Learning Invariant Representation for Continual Learning | Jan 15, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| IIRC: Incremental Implicitly-Refined Classification | Dec 23, 2020 | Classificationclass-incremental learning | CodeCode Available | 1 |
| PLOP: Learning without Forgetting for Continual Semantic Segmentation | Nov 23, 2020 | Class Incremental LearningContinual Learning | CodeCode Available | 1 |
