About

Xiuming Zhang 张修明

I am a Ph.D. student advised by Prof. William T. Freeman in the 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. from MIT, I graduated with a B.Eng. from National University of Singapore (NUS), where I did my thesis on Bayesian modeling of brain disorder heterogeneity with Prof. B.T. Thomas Yeo.

Email: my_first_name@mit.edu

News

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.
Sep. 2016Started graduate school at MIT

Selected Publications

Learning to Reconstruct Shapes from Unseen Categories
Xiuming Zhang*, Zhoutong Zhang*, Chengkai Zhang, William T. Freeman, Joshua B. Tenenbaum, Jiajun Wu
NIPS 2018
Oral Presentation (among 30 of the 1011 accepted papers)
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 (acceptance rate: 21%)
paper /  project
Press Coverage: BBC, Forbes, ACM, MIT (featured as the 9/19 homepage)
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
paper /  project
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
Bayesian Model Reveals Latent Atrophy Factors with Dissociable Cognitive Trajectories in Alzheimer's Disease
ISMRM Magna Cum Laude Award
Xiuming Zhang, Elizabeth C. Mormino, Nanbo Sun, Reisa A. Sperling, Mert R. Sabuncu, B.T. Thomas Yeo
PNAS 2016 (acceptance rate: 14%)
paper /  supplemental /  poster /  code
Press Coverage: EurekAlert!, UPI, NUS, MGH/HMS
* indicates equal contribution.

Side Work

Non-referred notes and toy projects

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

Depth-Perserving Style Transfer

An improvement to Johnson, Alahi, and Fei-Fei, ECCV '16 aiming to preserve depth variations in the original content image during style transfer (MIT 6.869 class project with Ruizhi Liao and Yu Xia)
paper /  code

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