| DiffClass: Diffusion-Based Class Incremental Learning | Mar 8, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| DuET: Dual Incremental Object Detection via Exemplar-Free Task Arithmetic | Jun 26, 2025 | Autonomous DrivingAvg | —Unverified | 0 | 0 |
| Exemplar Free Class Agnostic Counting | May 27, 2022 | Density EstimationExemplar-Free | —Unverified | 0 | 0 |
| Exemplar-Free Class Incremental Learning via Incremental Representation | Mar 24, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Exemplar-Free Continual Learning for State Space Models | May 24, 2025 | Continual LearningExemplar-Free | —Unverified | 0 | 0 |
| Exemplar-Free Continual Transformer with Convolutions | Aug 22, 2023 | Continual LearningExemplar-Free | —Unverified | 0 | 0 |
| Exemplar-free Online Continual Learning | Feb 11, 2022 | Continual LearningExemplar-Free | —Unverified | 0 | 0 |
| FeTrIL++: Feature Translation for Exemplar-Free Class-Incremental Learning with Hill-Climbing | Mar 12, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Future-Proofing Class Incremental Learning | Apr 4, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Listen, Analyze, and Adapt to Learn New Attacks: An Exemplar-Free Class Incremental Learning Method for Audio Deepfake Source Tracing | May 20, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| On the Discrimination and Consistency for Exemplar-Free Class Incremental Learning | Jan 26, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning | Jan 16, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| PlaStIL: Plastic and Stable Memory-Free Class-Incremental Learning | Sep 14, 2022 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| PointCLIMB: An Exemplar-Free Point Cloud Class Incremental Benchmark | Apr 13, 2023 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Progressive Voronoi Diagram Subdivision: Towards A Holistic Geometric Framework for Exemplar-free Class-Incremental Learning | Jul 28, 2022 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| REAL: Representation Enhanced Analytic Learning for Exemplar-free Class-incremental Learning | Mar 20, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| ReFu: Recursive Fusion for Exemplar-Free 3D Class-Incremental Learning | Sep 18, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Rotation Augmented Distillation for Exemplar-Free Class Incremental Learning with Detailed Analysis | Aug 29, 2023 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Diffusion Model Meets Non-Exemplar Class-Incremental Learning and Beyond | Aug 6, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| StPR: Spatiotemporal Preservation and Routing for Exemplar-Free Video Class-Incremental Learning | May 20, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 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 | 0 |
| TS-ACL: Closed-Form Solution for Time Series-oriented Continual Learning | Oct 21, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |