Background

Hey

My research interests consist of learning how to move and making pretty pictures.

Currently an AI Resident at Intel Intelligent Systems Lab.
Incoming computer science PhD student at University of Texas at Austin.
Prior to Intel, I graduated BS Math ‘16, BS CS ‘17, and MS CSEM ‘18 at UT Austin.

Feels free to contact me via brady.zhou (at) utexas.edu.

   

Research

2019
Does computer vision matter for action?
Brady Zhou, Philipp Krähenbühl, Vladlen Koltun
Science Robotics 2019, Special Section on Computer Vision
[link] [pdf] [code] [project]

Controlled experiments indicate that explicit intermediate representations help action.
Don't let your Discriminator be fooled
Brady Zhou, Philipp Krähenbühl
ICLR 2019
[link] [pdf] [poster] [code] [project]

A discriminator that is not easily fooled by adversarial examples makes GAN training more robust and leads to a smoother objective.
2018
GPU accelerated k-nearest neighbor kernel for sparse feature datasets
Brady Zhou, George Biros
UT MS Research
[link] [pdf] [code] [project]

KNN on sparse features can be accelerated on the GPU using sparse GEMM routines and parallelized bitonic sort.

Other

When I’m not working, I’m probably watching Twitch.tv or playing video games.