| Rotation Augmented Distillation for Exemplar-Free Class Incremental Learning with Detailed Analysis | Aug 29, 2023 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Diffusion Model Meets Non-Exemplar Class-Incremental Learning and Beyond | Aug 6, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| StPR: Spatiotemporal Preservation and Routing for Exemplar-Free Video Class-Incremental Learning | May 20, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Towards Plastic and Stable Exemplar-Free Incremental Learning: A Dual-Learner Framework with Cumulative Parameter Averaging | Oct 28, 2023 | Exemplar-FreeIncremental Learning | —Unverified | 0 |
| TS-ACL: Closed-Form Solution for Time Series-oriented Continual Learning | Oct 21, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| ConSense: Continually Sensing Human Activity with WiFi via Growing and Picking | Feb 18, 2025 | Activity Recognitionclass-incremental learning | CodeCode Available | 0 |
| Random Representations Outperform Online Continually Learned Representations | Feb 13, 2024 | Continual LearningExemplar-Free | CodeCode Available | 0 |
| Adaptive Adapter Routing for Long-Tailed Class-Incremental Learning | Sep 11, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Exemplar-free Class Incremental Learning via Discriminative and Comparable One-class Classifiers | Jan 5, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| GCA-SUNet: A Gated Context-Aware Swin-UNet for Exemplar-Free Counting | Sep 18, 2024 | DecoderExemplar-Free | CodeCode Available | 0 |