tinnitus 发表于 2025-3-30 10:04:28

,Efficient Medical Image Assessment via Self-supervised Learning,evaluate data quality based on the marginal change of the largest singular value after excluding the data point in the dataset. We conduct extensive experiments on a pathology dataset. Our results indicate the effectiveness and efficiency of our proposed methods for selecting the most valuable data to label.

下级 发表于 2025-3-30 15:55:11

http://reply.papertrans.cn/27/2628/262735/262735_52.png
页: 1 2 3 4 5 [6]
查看完整版本: Titlebook: Data Augmentation, Labelling, and Imperfections; Second MICCAI Worksh Hien V. Nguyen,Sharon X. Huang,Yuan Xue Conference proceedings 2022 T