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)