IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
CWPS: Efficient Channel-Wise Parameter Sharing for Knowledge Transfer.
Mingxuan Cui, Tao Wu, Xuewei Li, Cunzheng Wang, Gaoang Wang, Chenyi Zhuang, Jinjie Gu, Xiubo Liang, Xi Li
Published: 202510.1109/TIP.2025.3620681
Abstract
Knowledge transfer aims to apply existing knowledge to different tasks or new data, and it has extensive applications in multi-domain and Multi-Task Learning. The key to this task is quickly identifying a fine-grained object for knowledge sharing and…
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