Search Results for author: Yiheng Xie

Found 2 papers, 0 papers with code

Learning Generalizable Behavior via Visual Rewrite Rules

no code implementations9 Dec 2021 Yiheng Xie, Mingxuan Li, Shangqun Yu, Michael Littman

Though deep reinforcement learning agents have achieved unprecedented success in recent years, their learned policies can be brittle, failing to generalize to even slight modifications of their environments or unfamiliar situations.

Neural Fields in Visual Computing and Beyond

no code implementations22 Nov 2021 Yiheng Xie, Towaki Takikawa, Shunsuke Saito, Or Litany, Shiqin Yan, Numair Khan, Federico Tombari, James Tompkin, Vincent Sitzmann, Srinath Sridhar

Recent advances in machine learning have created increasing interest in solving visual computing problems using a class of coordinate-based neural networks that parametrize physical properties of scenes or objects across space and time.

3D Reconstruction Image Animation +1

Cannot find the paper you are looking for? You can Submit a new open access paper.