Yong Hyun Ahn

PhD Student (2024.3~)
Master Student (2022.3~2024.2)

Department of Artificial Intelligence, Kyung Hee University

Contact
yhahn@khu.ac.kr
#351, Electronic Information College Building, 1732 Deogyeong-daero, Giheung-gu, Yongin, Gyeonggi-do, 17104, South Korea

Research Interest

  • Explainable AI
  • Out-of-Distribution Detection
  • Uncertainty Estimation

Publication

  • [C3] Mask-Free Neuron Concept Annotation for Interpreting Neural Networks in Medical Domain
    Hyeon Bae Kim, Yong Hyun Ahn (co-first), Seong Tae Kim
    International Conference On Medical Image Computing & Computer Assisted Intervention (MICCAI), 2024 (Marrakesh)
  • [C2] WWW: A Unified Framework for Explaining What, Where and Why of Neural Networks by Interpretation of Neuron Concept
    Yong Hyun Ahn, Hyeon Bae Kim, Seong Tae Kim
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024 (Seattle)
  • [C1] LINe: Out-of-Distribution Detection by Leveraging Important Neurons
    Yong Hyun Ahn, Gyeong-Moon Park, Seong Tae Kim
    Conference on Computer Vision and Pattern Recognition (CVPR), 2023 (Vancouver)