no code implementations • 21 Mar 2024 • Duojun Huang, Xinyu Xiong, De-Jun Fan, Feng Gao, Xiao-Jian Wu, Guanbin Li
To minimize annotation costs, we propose a deep active learning framework for annotation-efficient polyp segmentation.
1 code implementation • CVPR 2023 • Duojun Huang, Jichang Li, Weikai Chen, Junshi Huang, Zhenhua Chai, Guanbin Li
To accommodate active learning and domain adaption, the two naturally different tasks, in a collaborative framework, we advocate that a customized learning strategy for the target data is the key to the success of ADA solutions.