Yunhan Zhao

Ph.D. Candidate
Department of Computer Science
University of California, Irvine

Email: yunhaz5 [at] ics [dot] uci [dot] edu
CV  /  Github  /  Google Scholar

profile photo
About

I'm a third-year Ph.D. student in Computer Science at UC Irvine, advised by Prof. Charless Fowlkes. Prior to joining UC Irvine, I was fortunate to be advised by Prof. Alan Yuille at Johns Hopkins University. I have also spent a wonderful time working with Prof. Rene Vidal and Prof. Joshua Tenenbaum for a short period.

Research Interests
  • My research interests lie at the intersection of computer vision and machine learning, especially deep learning.
  • My current research focuses include 1) 3D scene understanding, 2) domain adaptation, 3) generative models
Publications

profile photo GeoFill: Reference-Based Image Inpainting of Scenes with Complex Geometry
Yunhan Zhao, Connelly Barnes, Yuqian Zhou, Eli Shechtman, Sohrab Amirghodsi, Charless Fowlkes
arXiv preprint, 2021  
arXiv  /  Project Page  /  Code
profile photo Camera Pose Matters: Improving Depth Prediction by Mitigating Pose Distribution Bias
Yunhan Zhao, Shu Kong, Charless Fowlkes
CVPR, 2021   (Oral Presentation)
arXiv  /  Project Page  /  Code
profile photo Domain Decluttering: Simplifying Images to Mitigate Synthetic-Real Domain Shift and Improve Depth Estimation
Yunhan Zhao, Shu Kong, Daeyun Shin, Charless Fowlkes
CVPR, 2020
arXiv  /  Project Page  /  Code
profile photo Resisting Large Data Variations via Introspective Transformation Network
Yunhan Zhao, Ye Tian, Charless Fowlkes, Wei Shen, Alan Yuille
WACV, 2020
arXiv  /  Project Page  /  Code
Experience

profile photo Research Intern
Jun 2021 - Dec 2021; Irvine, CA (Remote)
profile photo Research Intern
Jun 2020 - Sep 2020; Irvine, CA (Remote)
profile photo Student Researcher
Jun 2018 - Sep 2018; Cambridge, MA
Invited Talks
  • Imperial College London Reading Group: Camera Pose Matters: Improving Depth Prediction by Mitigating Pose Distribution Bias; Irvine, CA (Remote); Jun. 2021
Professional Services

Conference Reviewer
CVPR (2021, 2022), ICCV (2021), WACV (2020)

Journal Reviewer
Neurocomputing