Education

• Korea Advanced Institute of Science and Technology (KAIST), Seoul, Korea
  • MS/PhD Integrated Student in Artificial Intelligence
  • Sep. 2024 - Present
• Korea University, Seoul, Korea
  • MS/PhD Integrated Student in Computer Science and Engineering
  • Mar. 2022 - Aug. 2024 (Transferred to KAIST with supervisor)
• Yonsei University, Seoul, Korea
  • BS in Computer Science
  • Mar. 2018 - Feb. 2022

Work Experience

• Adobe, San Jose, CA
  • Research Intern
  • June 2024 - Sep. 2024
  • Mentor: Gabriel Huang, Joon-Young Lee
• Adobe, San Jose, CA
  • Research Intern
  • June 2023 - Sep. 2023
  • Mentor: Joon-Young Lee, Gabriel Huang

Publications

Towards Open-Vocabulary Semantic Segmentation Without Semantic Labels

Heeseong Shin, Chaehyun Kim, Sunghwan Hong, Seokju Cho, Anurag Arnab, Paul Hongsuck Seo, Seungryong Kim
Neural Information Processing Systems (NeurIPS), 2024.

Local All-Pair Correspondence for Point Tracking

Seokju Cho, Jiahui Huang, Jisu Nam, Honggyu An, Seungryong Kim, and Joon-Young Lee
European Conference on Computer Vision (ECCV), 2024.
[Project Page] [arXiv]

FlowTrack: Revisiting Optical Flow for Long-Range Dense Tracking

Seokju Cho, Jiahui Huang, Seungryong Kim, and Joon-Young Lee
IEEE Conference Computer Vision Pattern Recognition (CVPR), 2024.
[arXiv]

CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic Segmentation

Seokju Cho*, Heeseong Shin*, Sunghwan Hong, Anurag Arnab, Paul Hongsuck Seo, and Seungryong Kim
IEEE Conference Computer Vision Pattern Recognition (CVPR), Highlight (2.8% Acceptance Rate), 2024.
[Project Page] [arXiv]

Unifying Feature and Cost Aggregation with Transformers for Dense Correspondence

Sunghwan Hong*, Seokju Cho*, Seungryong Kim, and Stephen Lin
International Conference on Learning Representations (ICLR), 2024.

DäRF: Boosting Radiance Fields from Sparse Inputs with Monocular Depth Adaptation

Jiuhn Song*, Seonghoon Park*, Honggyu An*, Seokju Cho, Min-Seop Kwak, Sungjin Cho, and Seungryong Kim
Neural Information Processing Systems (NeurIPS), 2023.
[Project Page] [arXiv]

LANIT: Language-Driven Image-to-Image Translation for Unlabeled Data

Jihye Park*, Sunwoo Kim*, Soohyun Kim*, Seokju Cho, Jaejun Yoo, Youngjung Uh, and Seungryong Kim
IEEE Conference Computer Vision Pattern Recognition (CVPR), 2023.
[Project Page] [arXiv]

MIDMs: Matching Interleaved Diffusion Models for Exemplar-based Image Translation

Junyoung Seo*, Gyuseong Lee*, Seokju Cho, Jiyoung Lee, Seungryong Kim
AAAI Conference on Artificial Intelligence (AAAI), 2023.
[Project Page] [arXiv]

CATs++: Boosting Cost Aggregation with Convolutions and Transformers

Seokju Cho*, Sunghwan Hong*, and Seungryong Kim
IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), 2023 (Impact Factor: 24.314).
[Project Page] [arXiv]

Neural Matching Fields: Implicit Representation of Matching Fields for Visual Correspondence

Sunghwan Hong, Jisu Nam, Seokju Cho, Susung Hong, Sangryul Jeon, Dongbo Min, and Seungryong Kim
Neural Information Processing Systems (NeurIPS), 2022.
[Project Page] [arXiv]

Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation

Sunghwan Hong*, Seokju Cho*, Jisu Nam, Stephen Lin, and Seungryong Kim
European Conference on Computer Vision (ECCV), 2022.
[Project Page] [arXiv]

CATs: Cost Aggregation Transformers for Visual Correspondence

Seokju Cho*, Sunghwan Hong*, Sangryul Jeon, Yunsung Lee, Kwanghoon Sohn, and Seungryong Kim
Neural Information Processing Systems (NeurIPS), 2021.
[Project Page] [arXiv] [Github]

Preprints

Pose-Diversified Augmentation with Diffusion Model for Person Re-Identification

Inès Hyeonsu Kim, JoungBin Lee, Soowon Son, Woojeong Jin, Kyusun Cho, Junyoung Seo, Min-Seop Kwak, Seokju Cho, JeongYeol Baek, Byeongwon Lee, Seungryong Kim
ArXiv Preprint, 2024.
[arXiv]

DiffFace: Diffusion-based Face Swapping with Facial Guidance

Kihong Kim*, Yunho Kim*, Seokju Cho, Junyoung Seo, Jisu Nam, Kychul Lee, Seungryong Kim, KwangHee Lee
ArXiv Preprint, 2022.
[Project Page] [arXiv]

Academic Services

Reviewer

• 2024 - CVPR
• 2023 - CVPR, NeurIPS

Honors

• Google, June, 2024
  • Google East Asia Student Travel Grants for CVPR
• Ministry of Science and ICT & National IT Industry Promotion Agency, Sep. 2021
  • AI Online Competition, 3rd Place Award, Won 300M KRW