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I am a researcher at ADD, the Korean counterpart to the U.S. DARPA. I received my bachelor’s degree (Summa Cum Laude) in Computer Science and Engineering at POSTECH, where I was fortunate to work with Prof. Tae-Hyun Oh and Prof. Suha Kwak. During my undergraduate, I also studied at Stanford, UIUC and UC Berkeley.

My research interests lie in computer vision and machine learning. The goal of my research is to build human-like agents that can perceive, reason about, and interact with our dynamic 3D world. To this end, I focus on (i) 3D/4D reconstruction of humans, objects, and scenes, (ii) spatial and semantic reasoning over human-object-scene compositions, and (iii) generation of object/scene-aware 4D human behaviors. I have published first-authored papers at CVPR, ECCV and ICCV, and been recognized as an outstanding reviewer at ICCV 2023.

News

11/2024 My first-authored publications have reached 200 citations!
06/2024 I am attending CVPR 2024 in person. Looking forward to seeing you in Seattle!
10/2023 I am selected as an outstanding reviewer (top 1.89%) at ICCV 2023.
10/2023 I am attending ICCV 2023 in person. Looking forward to seeing you in Paris!
07/2023 Our paper on domain generalization, PromptStyler, is accepted to ICCV 2023.
07/2022 Our paper on 3D human reconstruction, FastMETRO, is accepted to ECCV 2022.
03/2022 Our paper on situation recognition, CoFormer, is accepted to CVPR 2022.
01/2022 I won the best research project award from POSTECH CSE.
10/2021 Our paper on situation recognition, GSRTR, is accepted to BMVC 2021.
01/2021 I won the minister’s award from Ministry of Science and ICT.

Education

02/2018 - 02/2022 POSTECH, Pohang, South Korea
B.S. in Computer Science and Engineering
Summa Cum Laude
06/2021 - 08/2021 Stanford University, California, United States
International Exchange Program (Summer 2021)
GPA: 4.3/4.3
01/2021 - 05/2021 UIUC, Illinois, United States
International Exchange Program (Spring 2021)
GPA: 4.0/4.0
08/2018 - 12/2018 UC Berkeley, California, United States
International Exchange Program (Fall 2018)

Selected Publications

  1. Object-Centric Domain Randomization for 3D Shape Reconstruction in the Wild
    Junhyeong Cho, Kim Youwang, Hunmin Yang, and Tae-Hyun Oh
    Under Review, 2024
    Paper Project Page
  2. PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization
    Junhyeong Cho, Gilhyun Nam, Sungyeon Kim, Hunmin Yang, and Suha Kwak
    IEEE/CVF International Conference on Computer Vision (ICCV), 2023
    Paper Project Page
  3. Cross-Attention of Disentangled Modalities for 3D Human Mesh Recovery with Transformers
    Junhyeong Cho, Kim Youwang, and Tae-Hyun Oh
    European Conference on Computer Vision (ECCV), 2022
    Paper Project Page
  4. Collaborative Transformers for Grounded Situation Recognition
    Junhyeong Cho, Youngseok Yoon, and Suha Kwak
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
    Paper Project Page

Honors and Awards

ICCV Outstanding Reviewer (2023), IEEE/CVF International Conference on Computer Vision
  • Selected as top 1.89% among 6990 reviewers at ICCV 2023
Best Research Project Award (2022), POSTECH Computer Science and Engineering Department
  • Selected as the first place among 48 undergraduate CSE research projects
Stanford International Honors Program Student (2021), Stanford University
  • Selected as one of 2 distinguished POSTECH students for Stanford’s academic program
Minister Award (2021), Ministry of Science and ICT
  • Selected as the first place among 5 funded research projects
University Representative of POSTECH (2021), Young Engineers Honor Society
  • Selected as the university representative in 2021
KFAS Undergraduate Student Scholarship (2020-2022), Korea Foundation for Advanced Studies
  • Awarded a scholarship covering academic and living expenses
National Scholarship for Science and Engineering (2020-2022), Korea Student Aid Foundation
  • Awarded a full scholarship covering tuition and living expenses
Young Engineers Honor Society Member (2019-2022), The National Academy of Engineering of Korea
  • Selected as one of 3 distinguished POSTECH students

Professional Services

Conference Reviewer
  • IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • IEEE/CVF International Conference on Computer Vision (ICCV) [Outstanding Reviewer in 2023]
  • European Conference on Computer Vision (ECCV)
  • Advances in Neural Information Processing Systems (NeurIPS)
  • AAAI Conference on Artificial Intelligence (AAAI)
  • British Machine Vision Conference (BMVC)
  • Asian Conference on Computer Vision (ACCV)
Journal Reviewer
  • International Journal of Computer Vision (IJCV)
  • IEEE Transactions on Image Processing (TIP)
  • IEEE Transactions on Multimedia (TMM)
  • IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
  • The Visual Computer Journal (TVCJ)