Publications

Depth Pro: Sharp Monocular Metric Depth in Less Than a Second
Aleksei Bochkovskii, Amael Delaunoy, Hugo Germain, Marcel Santos, Yichao Zhou, Stephan R. Richter, Vladlen Koltun
Pose Predictor for Moving Platform
Stergios Roumeliotis, Yichao Zhou, Abdelhamid Dine, Oleg Naroditsky
Rapid Face Asset Acquisition with Recurrent Feature Alignment
Shichen Liu, Yunxuan Cai, Haiwei Chen, Yichao Zhou, Yajie Zhao
PDF
VaPiD: A Rapid Vanishing Point Detector via Learned Optimizers
Shichen Liu, Yichao Zhou, Yajie Zhao
PDF
NeRD: Neural 3D Reflection Symmetry Detector
Yichao Zhou, Shichen Liu, Yi Ma
Preprint Code
Learning to Detect Geometric Structures from Images for 3D Parsing
Yichao Zhou
PDF Video
HoliCity: A City-Scale Data Platform for Learning Holistic 3D Structures
Yichao Zhou, Jingwei Huang, Xili Dai, Linjie Luo, Zhili Chen, Yi Ma
Preprint Code Project
Learning to Detect 3D Reflection Symmetry for Single-View Reconstruction
Yichao Zhou, Shichen Liu, Yi Ma
Preprint Code
ManifoldPlus: A Robust and Scalable Watertight Manifold Surface Generation Method for Triangle Soups
Jingwei Huang, Yichao Zhou, Leonidas Guibas
Preprint Code
NeurVPS: Neural Vanishing Point Scanning via Conic Convolution
Yichao Zhou, Haozhi Qi, Jingwei Huang, Yi Ma
Preprint Code Poster Slides
End-to-End Wireframe Parsing
Yichao Zhou, Haozhi Qi, Yi Ma
Preprint Code Poster
FrameNet: Learning Local Canonical Frames of 3D Surfaces from a Single RGB Image
Jingwei Huang, Yichao Zhou, Thomas Funkhouser, Leonidas Guibas
Preprint Code
Learning to Reconstruct 3D Manhattan Wireframes from a Single Image
Yichao Zhou, Haozhi Qi, Simon Zhai, Qi Sun, Zhili Chen, Li-Yi Wei, Yi Ma
Preprint Code Dataset Poster Video
QuadriFlow: A Scalable and Robust Method for Quadrangulation
Jingwei Huang*, Yichao Zhou*, Matthias Nießner, Jonathan Shewchuk, Leonidas Guibas
PDF Code Dataset Demo Online Tool
BandNet: A Neural Network-Based, Multi-Instrument Beatles-Style MIDI Music Composition Machine
Yichao Zhou, Wei Chu, Sam Young, Xin Chen
Preprint Poster Slides Audio
Parallel Computational Protein Design
Yichao Zhou, Bruce R. Donald, Jianyang Zeng
PDF Code
Computational Protein Design Using AND/OR Branch-and-Bound Search
Yichao Zhou, Yuexin Wu, Jianyang Zeng
Preprint Code Dataset Slides
Massively Parallel A* Search on a GPU
Yichao Zhou, Jianyang Zeng
PDF Code Slides Appendix
An Efficient Parallel Algorithm for Accelerating Computational Protein Design
Yichao Zhou, Wei Xu, Bruce R. Donald, Jianyang Zeng
PDF Code Dataset Poster Slides