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 fifth-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.

Research Interests

  • My research interests lie at the intersection of computer vision and machine learning, especially deep learning.
  • My current research focuses on:
    • 3D scene understanding, especially camera pose and monocular depth estimation.
    • Generative models, such as 3D-aware novel view synthesis.
    • Egocentric video understanding.

Publications

profile photo Instance Tracking in 3D Scenes from Egocentric Videos
Yunhan Zhao, Haoyu Ma, Shu Kong, Charless Fowlkes
arXiv preprint, 2023  
arXiv  /  Code
profile photo A High-Resolution Dataset for Instance Detection with Multi-View Instance Capture
Qianqian Shen*, Yunhan Zhao*, Nahyun Kwon, Jeeeun Kim, Yanan Li, Shu Kong
NeurIPS, Datasets and Benchmarks Track, 2023  
arXiv  /  Code
profile photo GeoFill: Reference-Based Image Inpainting with Better Geometric Understanding
Yunhan Zhao, Connelly Barnes, Yuqian Zhou, Eli Shechtman, Sohrab Amirghodsi, Charless Fowlkes
WACV, 2023  
arXiv
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 SWE Intern
Jun 2023 - Sep 2023; Mountain View, CA
profile photo Research Intern
Jun 2021 - Dec 2021 & Jun 2022 - Sep 2022; 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, ICCV, ECCV, WACV

Journal Reviewer
Neurocomputing, TPAMI