Sanghyun Woo

Ph.D Candidate

Robotics and Computer Vision Lab.

Korea Advanced Institute of Science and Technology (KAIST)

shwoo93 [at] kaist.ac.kr

[CV] [Google Scholar] [Github] [LinkedIn]

Hello !

I am a Ph.D. candidate (1st Year) in Robotics and Computer Vision Lab at Korea Advanced Institute of Science and Technology (KAIST) under the supervision of Prof. In So Kweon. I received B.S and M.S degrees in electrical engineering from Seoul National University (SNU) and KAIST, in 2017 and 2019 respectively.

Research Interests

  • Deep Learning

-Image and Video Synthesis

-Image and Video Translation

  • Computer Vision

-Object recognition (Image and Video)

Research Experience

  • Adobe Research, San Jose, CA
Research Intern, Deep Learning Group, Creative Intelligence Lab Jun 2019 - Sep 2019Mentor : Joon-Young Lee
  • KAIST, Daejeon, Korea
Research Assistant, Robotics and Computer Vision Lab, Mar 2017 - Present

Preprints

2019

    • Propose-and-Attend Single Shot Detector [Paper]
Ho-Deok Jang, Sanghyun Woo, Philipp Benz, Jinsun Park, In So KweonarXiv Preprint
    • Align-and-Attend Network for Globally and Locally Coherent Video Inpainting [Paper]
Sanghyun Woo, Dahun Kim, KwanYong Park, Joon-Young Lee, In So KweonarXiv Preprint


International Publications

2019

    • Preserving Semantic and Temporal Consistency for Unpaired Video-to-Video Translation [Paper]
Kwanyong Park, Sanghyun Woo, Dahun Kim, Donghyeon Cho and In So Kweon ACM Multimedia (MM), 2019
    • Video Retargeting: Trade-off between Content Preservation and Spatio-temporal Consistency [Paper]
Donghyeon Cho, Yunjae Jung, Francois Rameau, Dahun Kim, Sanghyun Woo and In So KweonACM Multimedia (MM), 2019
Dahun Kim*, Sanghyun Woo*, Joon-Young Lee, In So KweonIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019(*: equal contribution)
    • Deep Blind Video Decaptioning by Temporal Aggregation and Recurrence [Paper] [Project] [Code]
Dahun Kim*, Sanghyun Woo*, Joon-Young Lee, In So KweonIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019(*: equal contribution)The winner method of ECCV 2018 ChaLearnLAP Inpainting Challenge [factsheet]
    • Gated Bidirectional Feature Pyramid Network for Accurate One Shot Detection [Paper]
Sanghyun Woo, Soonmin Hwang, Ho-Deok Jang, In So KweonMachine Vision And Applications (MVA), 2019
    • Discriminative Feature Learning for Unsupervised Video Summarization [Paper]
Yunjae Jung, Donghyeon Cho, Dahun Kim, Sanghyun Woo, In So KweonAssociation for the Advancement of Artificial Intelligence (AAAI), 2019 (Oral)Received Honorable Mention, 25th HumanTech Paper Award, Samsung Electronics Co., Ltd.

2018

    • LinkNet: Relational Embedding for Scene Graph [Paper]
Sanghyun Woo*, Dahun Kim*, Donghyeon Cho, In So KweonNeural Information Processing Systems (NeurIPS), 2018 (*: equal contribution)
    • CBAM: Convolutional Block Attention Module [Paper] [Code]
Sanghyun Woo*, Jongchan Park*, Joon-Young Lee, In So KweonEuropean Conference on Computer Vision (ECCV), 2018 (*: equal contribution)
Jongchan Park*, Sanghyun Woo*, Joon-Young Lee, In So KweonBritish Machine Vision Conference (BMVC), 2018 (Oral)(*:equal contribution)Received Gold Prize, 24th HumanTech Paper Award, Samsung Electronics Co., Ltd.
    • StairNet: Top-Down Semantic Aggregation for Accurate One Shot Detection [Paper] [Supp]
Sanghyun Woo, Soonmin Hwang, In So KweonWinter Conference on Computer Vision (WACV), 2018 (Oral)Received Silver Prize, Best Paper Award, 30th IPIU 2018Received Honorable Mention, 24th HumanTech Paper Award, Samsung Electronics Co., Ltd.

Academic Activities

  • Reviewer

-Machine Vision Applications (MVA)

-Pattern Recognition (PR)

-CVPR2019

-ICCV2019

-WACV2020

Awards & Honors

  • Awards

-Honorable Mention, 25th HumanTech Paper Award, Samsung Electronics Co., Ltd. ($2,000), Feb 2019

-1st Place Award in ChaLearnLAP 2018 Inpainting Challenge Track 2 – video decaptioning (ECCV2018 Challenge), Sep 2018 [factsheet]

-Gold Prize, 24th HumanTech Paper Award, Samsung Electronics Co., Ltd. ($10,000), Feb 2018

-Honorable Mention, 24th HumanTech Paper Award, Samsung Electronics Co., Ltd. ($2,000), Feb 2018

-Silver Prize, Best Paper Award, 30th IPIU 2018, Feb 2018

  • Honors

-AI summer school (PAISS 2018), July 2018