| Addressing The Devastating Effects Of Single-Task Data Poisoning In Exemplar-Free Continual Learning | Jul 5, 2025 | Continual LearningData Poisoning | CodeCode Available | 0 |
| DuET: Dual Incremental Object Detection via Exemplar-Free Task Arithmetic | Jun 26, 2025 | Autonomous DrivingAvg | —Unverified | 0 |
| L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental Learning | Jun 1, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Exemplar-Free Continual Learning for State Space Models | May 24, 2025 | Continual LearningExemplar-Free | —Unverified | 0 |
| StPR: Spatiotemporal Preservation and Routing for Exemplar-Free Video Class-Incremental Learning | May 20, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 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 |
| AnalyticKWS: Towards Exemplar-Free Analytic Class Incremental Learning for Small-footprint Keyword Spotting | May 17, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Audio-Visual Class-Incremental Learning for Fish Feeding intensity Assessment in Aquaculture | Apr 21, 2025 | Benchmarkingclass-incremental learning | —Unverified | 0 |
| Distribution-aware Forgetting Compensation for Exemplar-Free Lifelong Person Re-identification | Apr 21, 2025 | Exemplar-FreeKnowledge Distillation | CodeCode Available | 1 |
| Boosting the Class-Incremental Learning in 3D Point Clouds via Zero-Collection-Cost Basic Shape Pre-Training | Apr 11, 2025 | 3D geometryclass-incremental learning | CodeCode Available | 1 |
