Donglai Wei

PhD Student, EECS, MIT
Advisor: William Freeman
Email: donglai [at] csail.mit.edu

ResumeGithubScholar

Research Interests

  • Visual Temporal Order
    • - vision: Prediction [CVPR'14], Knowledge [in prep]
    • - learning: Linearization [in prep]

  • Motion Understanding

  • Neural Network


Publications

Understanding Intra-Class Knowledge inside CNN

D. Wei, B. Zhou, A. Torralba, W. Freeman
arxiv 2015
Page   Code

Deviation Magnification: Revealing Departures from Ideal Geometries

N. Wadhwa, T.Dekel, D. Wei, F. Durand, W. Freeman
SIGGRAPH Asia 2015
Page

A Data-driven Regularization Model for Stereo and Flow

D. Wei, C. Liu, W. Freeman
3DV 2014 [Oral]
Video

Seeing the Arrow of Time

L. Pickup, Z. Pan, D. Wei, Y. Shih, C. Zhang, A. Zisserman and B. Schölkopf, W. Freeman
CVPR 2014
Page

Video Representation Using Temporal Superpixels

J. Chang, D. Wei, and J. Fisher III
CVPR 2013
Demo   Code

Learning Deformations with Parallel Transport

D. Wei, D. Lin and J. Fisher III
ECCV 2012
Demo

RNAG: A New Gibbs Sampler for Predicting RNA Secondary Structure for Unaligned Sequences

D. Wei, L. Alpert and C. Lawrence
Bioinformatics 2011
Page  Code



Academic Mentors

I've been fortunate to work under and collaborate with:


Short Bio

daqing guangzhou Born in (46.6N,125.1E), Youth in (/=2 N, -=11.8E)
tsinghua brown mit Gradually become lost, ignorant but arrogant
Jesus Born again