DML Sharif University of Technology

Marzie-Sadat Tahaei

Group Multemedia Systems and Complex Networks

I am a passionate AI researcher eager to solve real-world problems. I have developed novel algorithms and approaches for guided medical image enhancement and image reconstruction using ideas from state-of-the-art machine learning. I am also experienced in using adversarial frameworks for domain transfer and uncertainty estimation in deep learning models. I am experienced in working with medical imaging data, medical time series and graph data. My current research involves using simulation data for domain generalization.

Nonlinear Unsupervised Feature Learning How Local Similarities Lead to Global Coding
A. Shaban , H.R. Rabiee , M.S. Tahaei and E. Salavati