About

Xiuming Zhang 张修明

I am a Ph.D. student advised by Prof. William T. Freeman in Computer Science and Artificial Intelligence Laboratory (CSAIL) at Massachusetts Institute of Technology (MIT). My current research interests include computational photography and computer vision. Prior to getting my S.M. (CS) from MIT, I graduated with B.Eng. (EE) from National University of Singapore (NUS), where I did my thesis on Bayesian modeling of brain disorder heterogeneity with Prof. B.T. Thomas Yeo.

News

Oct. 2016Our paper on Bayesian modeling of Alzheimer's disease heterogeneity is out in PNAS and receives media coverage by NUS, MGH/HMS, EurekAlert, ScienceDaily, UPI, etc.
Sep. 2016Started graduate school at MIT
May 2016Our work on Alzheimer's disease heterogeneity received the ISMRM Magna Cum Laude Award
Jun. 2015Graduated from NUS

Selected Publications

MoSculp: Interactive Visualization of Shape and Time
Xiuming Zhang, Tali Dekel, Tianfan Xue, Andrew Owens, Qiurui He, Jiajun Wu, Stefanie Mueller, William T. Freeman
UIST 2018
Learning Shape Priors for Single-View 3D Completion and Reconstruction
Jiajun Wu*, Chengkai Zhang*, Xiuming Zhang, Zhoutong Zhang, William T. Freeman, Joshua B. Tenenbaum
ECCV 2018
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling
Xingyuan Sun*, Jiajun Wu*, Xiuming Zhang, Zhoutong Zhang, Chengkai Zhang, Tianfan Xue, Joshua B. Tenenbaum, William T. Freeman
CVPR 2018
[paper] [project]
* indicates equal contribution.

Side Work cialisgessa.com

Non-referred notes and toy projects

A Tutorial on Restricted Maximum Likelihood Estimation in Linear Regression and Linear Mixed-Effects Model
[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]