I am an Assistant Professor at the University of Michigan
and a Visiting Scientist at Facebook AI Research.
I'm broadly interested in computer vision and machine learning.
My research involves visual reasoning, vision and language, image generation,
and 3D reasoning using deep neural networks.
I received my PhD from Stanford University, advised by
A Torch implementation of the neural style transfer algorithm from the paper
"A Neural Algorithm of Artistic Style"
by Leon A. Gatys, Alexander S. Ecker, and Matthias Bethge.
Train character-level language models in torch, and sample from them to generate text.
The language model is implemented with efficient, reusable RNN and LSTM modules.
A micro-framework that makes it easy to create and launch
tasks on Amazon's Mechanical Turk.
Benchmarks for popular convolutional neural network models on different GPUs.