Publications
-
Fair contrastive pre-training for geographic images (under review)
Miao Zhang, Rumi Chunara
[ Draft] -
Segmenting across places: The need for fair transfer learning with satellite imagery
Miao Zhang, Harvineet Singh, Lazarus Chok, Rumi Chunara
Fair, Data-efficient, and Trusted Computer Vision (TCV), 2022
[ Paper] -
Splitavg: A heterogeneity-aware federated deep learning method for medical imaging
Miao Zhang, Liangqiong Qu, Praveer Singh, Jayashree Kalpathy-Cramer, Daniel L Rubin
IEEE Journal of Biomedical and Health Informatics, 2022
[ Paper] -
Handling data heterogeneity with generative replay in collaborative learning for medical imaging
Liangqiong Qu, Niranjan Balachandar, Miao Zhang, Daniel Rubin
Medical Image Analysis, 2022
[ Paper] - Human and machine speaker recognition based on short trivial events
Miao Zhang, Xiaofei Kang, Yanqing Wang, Lantian Li, Zhiyuan Tang, Haisheng Dai, Dong Wang - IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018*
[ Paper]