Cecilia Zhang
张璇儿
Personal
: cezhangxer at gmail dot com
CV
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Github
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Scholar
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Flickr
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Me
I'm deeply interested in how GenAI can transform the future of photography.
I was a researcher at Adobe with the computational
photography team led by Marc Levoy. We
were building a software-defined camera app leveraging
computational photography and machine learning.
I received my Ph.D. in Computer Science,
advised by Ren Ng. Prior to
Berkeley, I got my B.S. from Rice University with a
focus in computer vision
under supervision of Ashok
Veeraraghavan. When I am not with my
computer, I bring a
(now film) camera almost whereever I go.
I was born and raised in Beijing.
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Publications
LEDiff:Latent Exposure Diffusion for HDR Generation
Chao Wang, Zhihao Xia, Thomas Leimkuehler, Karol Myszkowski, Xuaner Zhang
Arxiv 2024
Instruction-based Image Manipulation by Watching How Things Move
Mingdeng Cao, Xuaner Zhang, Yinqiang Zheng, Zhihao Xia
Arxiv 2024
Explorative Inbetweening
of Time and Space
Haiwen Feng, Zheng Ding, Zhihao Xia, Simon Niklaus,
Victoria Abrevaya, Michael J. Black, Xuaner Zhang
ECCV 2024
Magic Fixup: Streamlining Photo
Editing by Watching Dynamic Videos
Hadi AlZayer, Zhihao Xia, Xuaner Zhang,
Eli Shechtman, Jia-Bin Huang, Michael Gharbi
Arxiv 2024
Restoration by
Generation with Constrained Priors
Zheng Ding, Xuaner Zhang,
Zhuowen Tu, Zhihao Xia
CVPR 2024 (Highlights)
Holo-Relighting:
Controllable Volumetric Portrait Relighting from
a Single Image
Yiqun Mei, Yu Zeng, He Zhang, Zhixin Shu, Xuaner Zhang,
Sai Bi, Jianming Zhang, HyunJoon Jung, Vishal M. Patel
CVPR 2024
Dr. Bokeh:
DiffeRentiable Occlusion-aware Bokeh Rendering
Yichen Sheng, Zixun Yu, Lu Ling, Zhiwen Cao, Xuaner Zhang,
Xin Lu, Ke Xian, Haiting Lin, Bedrich Benes
CVPR 2024
Learning Lens Blur
Fields
Esther Y. H. Lin, Zhecheng Wang, Rebecca Lin, Daniel
Miau,
Florian Kainz, Jiawen Chen, Xuaner Zhang,
David
B. Lindell, Kiriakos N. Kutulakos
Arxiv 2023
DiffusionRig: Learning
Personalized Priors for Facial Appearance
Editing
Zheng Ding, Xuaner
Zhang, Zhihao
Xia, Lars Jebe, Zhuowen Tu, Xiuming Zhang
CVPR 2023
LightPainter:
Interactive Portrait Relighting with Freehand
Scribble
Yiqun Mei, He Zhang, Xuaner Zhang,
Jianming Zhang, Zhixin Shu, Yilin Wang, Zijun Wei, Shi
Yan, HyunJoon Jung, Vishal M. Patel
CVPR 2023
SunStage: Portrait
Reconstruction and Relighting using the Sun
as a
Light Stage
Yifan Wang, Aleksander Holynski, Xiuming Zhang, Xuaner Zhang
CVPR 2023
Automatic High
Resolution Wire Segmentation and Removal
Mang Tik Chiu, Xuaner Zhang,
Zijun Wei, Yuqian Zhou, Eli
Shechtman, Connelly Barnes, Zhe Lin, Florian Kainz,
Sohrab Amirghodsi, Humphrey Shi
CVPR 2023
Neural Photo-Finishing
Ethan Tseng, Yuxuan Zhang, Lars Jebe, Xuaner Zhang,
Zhihao Xia,
Yifei Fan, Felix Heide, Jiawen Chen
SIGGRAPH Asia 2022
The Implicit Values of A Good Hand Shake:
Handheld Multi-Frame Neural Depth
Refinement
Ilya Chugunov, Yuxuan Zhang, Zhihao Xia, Xuaner Zhang,
Jiawen
Chen, Felix Heide
CVPR 2022 (Oral)
Time-Travel
Rephotography
Xuan Luo, Xuaner Zhang,
Paul Yoo, Ricardo Martin-Brualla, Jason
Lawrence, Steven M. Seitz
SIGGRAPH ASIA 2021
Learned Dual-View
Reflection Removal
Simon Niklaus, Xuaner Zhang,
Jonathan T. Barron, Neal Wadhwa,
Rahul Garg, Feng Liu, Tianfan Xue
WACV 2021
Portrait Shadow
Manipulation
Xuaner Zhang,
Jonathan T. Barron, Yun-Ta Tsai, Rohit
Pandey,
Xiuming Zhang, Ren Ng, David E. Jacobs
SIGGRAPH 2020
Synthetic Defocus and
Look-Ahead Autofocus for Casual
Videography
Xuaner Zhang,
Kevin Matzen, Vivien Nguyen, Dillon
Yao, You Zhang,
Ren Ng
SIGGRAPH 2019
Zoom to Learn, Learn to
Zoom
Xuaner
Zhang, Qifeng Chen, Ren Ng, Vladlen
Koltun
CVPR 2019
Single Image Reflection
Removal with Perceptual Losses
Xuaner
Zhang, Ren Ng, Qifeng Chen
CVPR 2018
Photometric
stabilization for fast-forward videos
Xuaner
Zhang, Zhaowen Wang, Kalyan Sunkavalli,
Joon-Young
Lee
PG 2017
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