About

Xiuming Zhang 张修明

I am a Ph.D. candidate advised by Prof. William T. Freeman in the Computer Science and Artificial Intelligence Laboratory (CSAIL) at Massachusetts Institute of Technology (MIT). I work in the fields of computer vision and computational photography, with particular interests in vision for graphics, vision as inverse graphics, and 3D computer vision.

xiuming at csail dot mit dot edu |  xiumingzhang

Experiences

News

Jan. 2019Awarded Snap Research Fellowship
Dec. 2018We presented GenRe at NeurIPS and released our codebase for training/testing GenRe and ShapeHD
Sep. 2018MoSculp got featured as the 9/19 MIT homepage and received media coverage by BBC, Forbes, ACM, MIT, and etc.
Oct. 2016Our paper on Bayesian modeling of Alzheimer's disease heterogeneity is out in PNAS and received media coverage by EurekAlert!, MGH/HMS, NUS, and etc.
May 2016Our work on Alzheimer's disease heterogeneity received the Magna Cum Laude Award and oral presentation at ISMRM

Recent Publications

* indicates equal contribution.

Google Scholar

Press Coverage

Side Work

Non-Referred Notes and Toy Projects

xiuminglib

My Python library that includes useful functions for signal/image processing, 3D modeling and rendering with Blender, visualization utility, and etc.
doc  |  code

ReML Estimation in Linear Models

A tutorial on Restricted Maximum Likelihood Estimation in linear regression and Linear Mixed-Effects models
paper

GrabCut

A MATLAB implementation excluding border matting and user editing
code

Basic Photometric Stereo

A MATLAB implementation of the basic photometric stereo algorithm
code

Bandgap of 2D Photonic Crystal

Replicating a classic textbook plot with COMSOL-MATLAB scripting
code