Bio

I'm Josh, a recent Computer Science M.S. graduate from the University of Illinois Urbana-Champaign with a bachelor's from the University of California Berkeley. My Master's thesis and expertise spans computer vision, natural language processing, and reinforcement learning.

My research focuses on leveraging both vision and language to extract information from images. My thesis research composes vision models using generated code to solve complex tasks, like visual-question answering.

Projects

Thesis: Code Generation

Compose vision models using visual programming such that the models and generator can be optimized independently to solve compositional tasks.

Autonomous Vehicle

Program autonomous vehicle to track a human with a camera and provide control inputs to follow the human.

Lane Detection

Augment road image segmentation to include lane lines using analytical methods.

High-Resolution Neural Style Transfer

Style transfer with a pyramid structure to produce high-res images.