Gene Chou

I am starting my PhD in September at Cornell University, where I will be advised by Noah Snavely and Bharath Hariharan. Previously, I was a research assistant in the Princeton Computational Imaging Lab, advised by Felix Heide. I received my bachelor's in computer science and math from Princeton University. My research interests are broadly in 3D scene representations.

Contact: gc492@cornell.edu

I am currently working on scene understanding + RL for robot navigation and sim-to-real transfer at Disney Research.

This work performs diffusion on the weights of neural SDFs while providing geometric guidance. It generates diverse meshes conditioned on partial point clouds, 2D images, and real-scanned point clouds.

State-of-the-art methods for neural SDF estimation struggle to fit more than a few shapes at a time. This work presents a two stage semi-supervised meta-learning approach to reconstruct SDFs from raw input point clouds of over a hundred unseen object classes.

Website template borrowed from Jon Barron.