Namyup Kim

Ph.D. student in the Computer Vision Lab at POSTECH.

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I am a Ph.D. student in Computer Science Engineering department at POSTECH, working as a member of the Computer Vision Lab, advised by Prof. Suha Kwak.

My research lies in computer vision and deep learning including, but not limited to, multimodal learning, domain generalization, weakly supervised learning and its applications. I am particularly interested in referring image segmentation which is an advanced semantic segmentation task where target is not a predefined class but is described in natural language. If you are interested in my research projects, please feel free to contact me.

News

Jun 27, 2022 ūüďú A paper on weakly supervised learning is accepted to IJCV.
Jun 20, 2022 ūüďú Two paper are accepted to CVPR 2022.
Nov 7, 2015 A long announcement with details

Publications

  1. ReSTR: Convolution-free Referring Image Segmentation Using Transformers
    Namyup Kim, Dongwon Kim, Cuiling Lan, Wenjun Zeng,  and Suha Kwak
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
  2. Style Neophile: Constantly Seeking Novel Styles for Domain Generalization
    Juwon Kang, Sohyun Lee,  Namyup Kim,  and Suha Kwak
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
  3. Learning to Detect Semantic Boundaries with Image-Level Class Labels
    Namyup Kim*, Sehyun Hwang*,  and Suha Kwak (*equal contribution)
    International Journal of Computer Vision (IJCV), 2022
  4. WEDGE: Web-Image Assisted Domain Generalization for Semantic Segmentation
    Namyup Kim, Taeyoung Son, Jaehyun Pahk, Cuiling Lan, Wenjun Zeng,  and Suha Kwak
    arXiv preprint arXiv:2109.14196 2021
  5. Urie: Universal image enhancement for visual recognition in the wild
    Taeyoung Son, Juwon Kang,  Namyup Kim, Sunghyun Cho,  and Suha Kwak
    European Conference on Computer Vision (ECCV), 2020

Education

Mar, 2022 - Present Pohang University of Science and Technology (POSTECH), Pohang, South Korea
Integrated M.S./Ph.D. student in Computer Science and Engineering
Advisor: Prof. Suha Kwak
Mar, 2011 - Feb, 2018 Soongil University, Seoul, South Korea
B.S. in Electronic Engineering
Advisor: Prof. Dongsung Kim