My childhood

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I am Yu-Sheng Chen (陳育聖), also called UglyMan.

I received a M.S. in CSIE from NTU in 2016.

I was a member of CMLab advised by


Yung-Yu Chuang .

Status: I am looking for a Ph.D. position (2018 Fall) or a full-time job.

Selected Publications

CVPR 2018, Spotlight

Deep Photo Enhancer:
Unpaired Learning for Image Enhancement from Photographs with GANs
[Paper] [Paper Website] [GitHub] [Youtube]

Yu-Sheng Chen, Yu-Ching Wang, Man-Hsin Kao and Yung-Yu Chuang

arXiv 2018

Learning Deep Convolutional Networks for Demosaicing
[Paper] [Paper Website]

Nai-Sheng Syu*,Yu-Sheng Chen*and Yung-Yu Chuang
(*- indicate equal contribution)

ECCV 2016

Natural Image Stitching with the Global Similarity Prior
[Paper] [Paper Website] [GitHub]

Yu-Sheng Chenand Yung-Yu Chuang

Research Interests

  Deep Learning:

      Unsupervised Learning, Image-to-Image Translation, GANs

  Computer Vision and Graphics:

      Computational Photography, Rendering, Human Computer Interaction


  Research assistant, National Taiwan University - MediaTek (Industry Cooperation), 2016/08 ~ present.

   Teaching assistant, Digital Visual Effects, National Taiwan University, Spring, 2016. [Project Website]

   Teaching assistant, Digital Image Synthesis, National Taiwan University, Fall, 2015.

   Teaching assistant, Computer Programming, National Chenchi University, Spring, 2014.

   Teaching assistant, 3D Game Programming, National Chenchi University, Fall, 2013.

Academic Services


    Pacific Graphics (PG),
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
    IEEE International Conference on Computer Vision (ICCV),
    IEEE Transactions on Image Processing (TIP),
    IEEE Transactions on Multimedia (TMM),

2018/07 ~ present.
2018/11 ~ present.
2019/02 ~ present.
2018/05 ~ present.
2017/09 ~ present.


Master of Science,

in Computer Science and Information Engineering,
National Taiwan University (NTU)
, 2014-2016.

Advisor: Prof. Yung-Yu Chuang

Click here to see my works (2014-2016).

Bachelor of Science,

in Computer Science,
National Chenchi University (NCCU)
, 2010-2014.

Advisor: Prof. Ming-Te Chi

Click here to see my works (2010-2014).

Taipei Municipal SONG-SHAN Senior High School,
Taiwan, 2007-2010.


My cmlab email :