About

Xiuming Zhang 張修明

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 GitHub Calendar

Past Experiences

News

Aug. 2021NeRFactor conditionally accepted to SIGGRAPH Asia.
Dec. 2020Neural Light Transport (NLT) accepted to TOG, to be presented at SIGGRAPH in August, 2021.
Apr. 2019MoSculp on exhibition in the MIT Museum (photos available here).
Jan. 2019Awarded Snap Research Fellowship.
Dec. 2018Presented GenRe at NeurIPS and released our codebase for training/testing GenRe and ShapeHD.
Sep. 2018MoSculp featured as and covered by , , , etc.
Oct. 2016Our paper on Bayesian modeling of Alzheimer's disease heterogeneity out in PNAS and covered by , , etc.
May 2016Our work on Alzheimer's disease subtypes awarded the Magna Cum Laude Award and oral presentation at 2016.

Recent Publications

* indicates equal contribution. See also my Google Scholar.

NeRFactor: Neural Factorization of Shape and Reflectance Under an Unknown Illumination
, , , , ,
Conditionally accepted to 2021
Editing Conditional Radiance Fields
Steven Liu, , , Richard Zhang, Jun-Yan Zhu, Bryan Russell
2021
NeRV: Neural Reflectance and Visibility Fields for Relighting and View Synthesis
, , , Matthew Tancik, Ben Mildenhall,
2021
Neural Light Transport for Relighting and View Synthesis
, , , , , , Sergio Orts-Escolano, Philip Davidson, , , , ,
2021 (presented at )
Multi-Plane Program Induction With 3D Box Priors
*, *, , , , Noah Snavely,
2020
Light Stage Super-Resolution: Continuous High-Frequency Relighting
, Zexiang Xu, , , , , , ,
2020 (Proc. )
Portrait Shadow Manipulation
, , , , , ,
2020 (Proc. )
Perspective Plane Program Induction From a Single Image
*, *, , , ,
2020
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
Neurology 2020
Program-Guided Image Manipulators
*, *, , , ,
2019
Reconciling Dimensional and Categorical Models of Autism Heterogeneity: A Brain Connectomics and Behavioral Study
*, *, Dorothea L. Floris, , Adriana Di Martino,
Biological Psychiatry 2019
Learning to Reconstruct Shapes From Unseen Classes
*, *, , , ,
2018
(oral/accepted/submitted: 30/1011/4856)
MoSculp: Interactive Visualization of Shape and Time
, , , , , , ,
2018
, , (), etc.
MIT Museum
Learning Shape Priors for Single-View 3D Completion and Reconstruction
*, *, , , ,
2018
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling
*, *, , , , , ,
2018
Bayesian Model Reveals Latent Atrophy Factors With Dissociable Cognitive Trajectories in Alzheimer's Disease
, , , , ,
2016
& at 2016
, , , , etc.

Press Coverage

Side Work

Non-Referred Notes and Side Projects

This Webpage
A simple, responsive webpage for academics. Feel free to use it, but on your page, please attribute the source to this page and HTML5 UP.
xiuminglib
My Python library that includes useful functions for signal/image processing, 3D modeling and rendering with Blender, visualization utility, etc.
Depth-Preserving Style Transfer
An improvement to Johnson et al. [ECCV 2016] aiming to preserve depth variations in the original content image during style transfer (MIT 6.869 class project with Ruizhi Liao and Yu Xia).
ReML Estimation in Linear Models
A tutorial on Restricted Maximum Likelihood Estimation in linear regression and Linear Mixed-Effects Models.
GrabCut
A MATLAB implementation excluding border matting and user editing.
Basic Photometric Stereo
A MATLAB implementation of the basic photometric stereo algorithm.
Bandgap of 2D Photonic Crystal
Replicating a classic textbook plot with COMSOL-MATLAB scripting.