Dynamic Shuffle: An Efficient Channel Mixture Method

no code implementations • 4 Oct 2023 • Kaijun Gong, Zhuowen Yin, Yushu Li, Kailing Guo, Xiangmin Xu

To reduce the data-dependent redundancy, we devise a dynamic shuffle module to generate data-dependent permutation matrices for shuffling.

Binarization Image Classification

Early Autism Diagnosis based on Path Signature and Siamese Unsupervised Feature Compressor

no code implementations • 12 Jul 2023 • Zhuowen Yin, Xinyao Ding, Xin Zhang, Zhengwang Wu, Li Wang, Gang Li

Specifically, we propose a Siamese verification framework to extend the scarce data, and an unsupervised compressor to alleviate data imbalance by extracting key features.