"exemplar-free learning" Papers

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Adapter Merging with Centroid Prototype Mapping for Scalable Class-Incremental Learning

Takuma Fukuda, Hiroshi Kera, Kazuhiko Kawamoto

CVPR 2025arXiv:2412.18219

ConSense: Continually Sensing Human Activity with WiFi via Growing and Picking

Rong Li, Tao Deng, Siwei Feng et al.

AAAI 2025paperarXiv:2502.17483

DASK: Distribution Rehearsing via Adaptive Style Kernel Learning for Exemplar-Free Lifelong Person Re-Identification

Kunlun Xu, Chenghao Jiang, Peixi Xiong et al.

AAAI 2025paperarXiv:2412.09224

DuET: Dual Incremental Object Detection via Exemplar-Free Task Arithmetic

Munish Monga, Vishal Chudasama, Pankaj Wasnik et al.

ICCV 2025arXiv:2506.21260

DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning

Huiping Zhuang, Run He, Kai Tong et al.

AAAI 2024paperarXiv:2403.17503

Exemplar-free Continual Representation Learning via Learnable Drift Compensation

Alex Gomez-Villa, Dipam Goswami, Kai Wang et al.

ECCV 2024arXiv:2407.08536