publications

publications and preprints by categories in reversed chronological order.

2025

  1. steerers.png
    Concept Steerers: Leveraging K-Sparse Autoencoders for Controllable Generations
    Dahye Kim, and Deepti Ghadiyaram
    arXiv preprint arXiv:2501.19066, 2025
    arXiv Code Website
  2. revelio.png
    Revelio: Interpreting and leveraging semantic information in diffusion models
    Dahye Kim*, Xavier Thomas*, and Deepti Ghadiyaram
    CVPRW 2025: Mechanistic Interpretability for Vision, 2025
    arXiv Code Website

2023

  1. 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
    arXiv PDF
  2. 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
    PDF