I am currently a PhD candidate at the Intelligent Computational imaging Lab (Prof. Se Young Chun) in the Department of Electrical and Computer Engineering at Seoul National University. I graduated from the same department in 2020 and decided to continue my research journey in pursuit of a doctoral degree.
Email: smhongok at snu.ac.kr
[Google Scholar] [Github] [LinkedIn] [CV]
Selected Publications
2024
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Gradient-free Decoder Inversion in Latent Diffusion Models
Seongmin Hong, Kyeonghyun Lee, Suh Yoon Jeon, Ernest K. Ryu, Se Young Chun
Accepted to Neural Information Processing Systems (NeurIPS), 2024. -
Adaptive Selection of Sampling-Reconstruction in Fourier Compressed Sensing
Seongmin Hong, Jaehyeok Bae, Jongho Lee, Se Young Chun
European Conference on Computer Vision (ECCV), 2024. -
On Exact Inversion of DPM-Solvers
Seongmin Hong, Kyeonghyun Lee, Suh Yoon Jeon, Hyewon Bae, Se Young Chun
Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
[Paper] [supp] [arXiv] [project] [github] [bibTeX]
2023
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On the Robustness of Normalizing Flows for Inverse Problems in Imaging
Seongmin Hong, Inbum Park, Se Young Chun
International Conference on Computer Vision (ICCV), 2023.
[Paper] [supp] [arXiv] [project] [github] [bibTeX] -
Neural Diffeomorphic Non-uniform B-spline Flows
Seongmin Hong, Se Young Chun
Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI), 2023.
[Paper][arXiv] [project] [github] [bibTeX] -
Advanced direction of arrival estimation using step-learnt iterative soft-thresholding for frequency-modulated continuous wave multiple-input multiple-output radar
Seongmin Hong, Seong-Cheol Kim, Seongwook Lee
IET Radar, Sonar & Navigation, 2023.
[Paper] [bibTeX]