Dahye Kim

Contact. dahye [at] bu [dot] edu

prof_pic.jpg

665 Commonwealth Ave.

Boston, MA 02215

Hi, thanks for stopping by! đź‘‹

I am a first-year CS PhD student at Boston University, where I am fortunate to be advised by Prof. Deepti Ghadiyaram. Prior to joining BU, I completed my Master’s degree at Yonsei University under the guidance of Prof. Kwanghoon Sohn.

My research interests broadly span computer vision and machine learning. I am particularly passionate about understanding black-box machine learning systems and developing robust, reliable models to address real-world challenges.

đź’­ My current research interests include

  • Image generation / Diffusion models
  • Interpretability / Safety
  • Video Understanding

but not limited to!

news

Nov 26, 2024 New preprint is out: check out Revelio ! 🔥
Sep 01, 2024 I’ve started PhD journey at Boston University! 🚀

selected publications

  1. revelio.png
    Revelio: Interpreting and leveraging semantic information in diffusion models
    Dahye Kim*, Xavier Thomas*, and Deepti Ghadiyaram
    arXiv preprint arXiv:2411.16725, 2024
  2. kim2023language.png
    Language-free training for zero-shot video grounding
    Dahye Kim, Jungin Park, Jiyoung Lee, Seongheon Park, and Kwanghoon Sohn
    Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
  3. park2023normality.png
    Normality guided multiple instance learning for weakly supervised video anomaly detection
    Seongheon Park, Hanjae Kim, Minsu Kim, Dahye Kim, and Kwanghoon Sohn
    Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023