About

Xiuming Zhang 张修明

I am a Ph.D. candidate advised by Prof. in the Computer Science and Artificial Intelligence Laboratory (CSAIL) at . I work in the fields of computer vision and computer graphics, with particular interests in relighting, view synthesis, and material modeling.

Bio  xiuming at csail dot mit dot edu GitHub Google Scholar

Past Experiences

News

Apr. 2019MoSculp is on exhibition in the MIT Museum (photos available here)
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 and received media coverage by , , , and etc.
Oct. 2016Our paper on Bayesian modeling of Alzheimer's disease heterogeneity is out in PNAS and received media coverage by , , , and etc.
May 2016Our work on Alzheimer's disease heterogeneity received the Magna Cum Laude Award and oral presentation at 2016

Recent Publications

* indicates equal contribution.

Program-Guided Image Manipulators
*, *, , , ,
2019
Paper Supplemental Project BibTeX
Reconciling Dimensional and Categorical Models of Autism Heterogeneity: a Brain Connectomics & Behavioral Study
*, *, Dorothea L. Floris, , Adriana Di Martino,
Biological Psychiatry 2019
Paper BibTeX
Data-Driven Detection of Latent Atrophy Factors Related to Phenotypical Variants of Posterior Cortical Atrophy
Colin Groot, , Jacob W. Vogel, , , , Yolande A. L. Pijnenburg, Bruce L. Miller, Howard J. Rosen, Renaud La Joie, Frederik Barkhof, Philip Scheltens, Wiesje M. van der Flier, Gil D. Rabinovici, Rik Ossenkoppele
bioRxiv 2019
Paper BibTeX
Learning to Reconstruct Shapes from Unseen Classes
*, *, , , ,
2018
Oral Presentation (oral/accepted/submitted: 30/1011/4856)
Paper Code Project BibTeX
MoSculp: Interactive Visualization of Shape and Time
, , , , , , ,
2018
Paper Demo Project BibTeX
Press Coverage: , , (), etc.
Outreach: MIT Museum
Learning Shape Priors for Single-View 3D Completion and Reconstruction
*, *, , , ,
2018
Paper Code Project BibTeX
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling
*, *, , , , , ,
2018
Paper Code Project BibTeX
Bayesian Model Reveals Latent Atrophy Factors with Dissociable Cognitive Trajectories in Alzheimer's Disease
, , , , ,
2016
Paper Code Supplemental Poster BibTeX
Magna Cum Laude Award & Oral Presentation at 2016
Press Coverage: , , , , etc.

Press Coverage

Side Work

Non-Referred Notes and Side Projects

xiuminglib

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

Services

Conference Reviewer

ECCV 2020, CVPR 2020, AAAI 2020, ICCV 2019, ICML 2019, SIGGRAPH 2019, MM 2019, GLOBECOM 2018

Journal Reviewer

IJCV