Vicinal Feature Statistics Augmentation for Federated 3D Medical Volume Segmentation

no code implementations • 23 Oct 2023 • Yongsong Huang, Wanqing Xie, Mingzhen Li, Mingmei Cheng, Jinzhou Wu, Weixiao Wang, Jane You, Xiaofeng Liu

However, the performance of FL can be constrained by the limited availability of labeled data in small institutes and the heterogeneous (i. e., non-i. i. d.)

Cardiac Segmentation Data Augmentation +2

Multimodality in Meta-Learning: A Comprehensive Survey

no code implementations • 28 Sep 2021 • Yao Ma, Shilin Zhao, Weixiao Wang, Yaoman Li, Irwin King

This survey provides a comprehensive overview of the multimodality-based meta-learning landscape in terms of the methodologies and applications.

Few-Shot Learning Zero-Shot Learning