Susung Hong

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Welcome to my website! I am an incoming Ph.D. student at the Allen School at the University of Washington.

My research interests include, but are not limited to, generative models, neural fields, and {text-to-x | x ∈ {video, 3D, 4D}}. During my undergraduate years, I was fortunate to work with Profs. Ira Kemelmacher-Shlizerman, Seungryong Kim, Minjoon Seo, and Dr. Ricardo Martin-Brualla.

In my free time, I usually enjoy working out, reading books, and caring for my cat. If you have any questions about me, please feel free to email or send me a direct message.

news

May 2, 2024 One paper has been accepted to ICML 2024.
Feb 26, 2024 I’m joining UW CSE as a PhD Student this fall.
Feb 26, 2024 I’ve started an internship at NAVER AI Lab.
Sep 22, 2023 One paper has been accepted to NeurIPS 2023.
Jul 14, 2023 One paper has been accepted to ICCV 2023.
Feb 16, 2023 Self-Attention Guidance (SAG) is now available at huggingface/diffusers :hugs::firecracker:
Sep 14, 2022 One paper has been accepted to NeurIPS 2022.

selected publications

  1. ICML
    Retrieval-augmented score distillation for text-to-3d generation
    Junyoung Seo*, Susung Hong*, Wooseok Jang*, Inès Hyeonsu Kim, Minseop Kwak, Doyup Lee, and Seungryong Kim
    ICML, 2024
    arXiv Website
  2. ICCV
    Improving Sample Quality of Diffusion Models Using Self-Attention Guidance
    Susung Hong, Gyuseong Lee, Wooseok Jang, and Seungryong Kim
    ICCV, 2023
    arXiv Website
  3. NeurIPS
    Debiasing Scores and Prompts of 2D Diffusion for View-consistent Text-to-3D Generation
    Susung Hong*, Donghoon Ahn*, and Seungryong Kim
    NeurIPS, 2023
    arXiv Website
  4. NeurIPS
    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
    NeurIPS, 2022
    arXiv Website