Pan Zhang

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I am a Microsoft Research Asia(MSRA) Joint PhD student from University of Science and Technology of China(USTC). I am working in Visual Computing Group in MSRA as a research intern, under the supervision of Researcher Bo Zhang, Principal Research Manager Dong Chen, and Prof. Baining Guo.

I received B.S. from Department of Electronic Engineering and Information Science of USTC in 2017.

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Publications
Cross-domain Correspondence Learning for Exemplar-based Image Translation
Pan Zhang, Bo Zhang, Dong Chen, Lu Yuan, Fang Wen
2020 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2020, Oral Presentation
[Project] [PDF] [Code coming soon] [Slides] [Youtube] [BibTeX]

We present a general framework for exemplar-based image translation by jointly learning the cross-domain correspondence and the image translation, where both tasks facilitate each other and thus can be learned with weak supervision.

Bringing Old Photos Back to Life
Ziyu Wan, Bo Zhang, Dongdong Chen, Pan Zhang, Dong Chen, Jing Liao, Fang Wen
2020 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2020, Oral Presentation
[Project] [PDF] [Code coming soon] [BibTeX]

We propose to restore old photos that suffer from severe multiple degradations through a deep learning approach, and a novel triplet domain translation network by leveraging real photos along with massive synthetic image pairs.