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Kang, Iksung

Kang, Iksung

Research Areas

AI & Machine Learning, Multimedia Signal Processing, Biomedical Engineering, Photonics

Research

Computational Imaging, Intelligent Optical Systems, Adaptive Optics, Machine Learning

Laboratory

Imaging, Intelligence & Integration Group

Building

LG Innovation Hall (N24)

3113

Extension

#7483

Email

iksung.kang@kaist.ac.kr

Website

http://kangimaging.com

Research Group

Signal

division

Degree

Ph.D. (2022) MIT

Achievements

Coordinate-based neural representations for computational adaptive optics in widefield microscopy, Nature Machine Intelligence, 2024
Accelerated deep self-supervised ptycho-laminography for three-dimensional nanoscale imaging of integrated circuits, Optica, 2023
Attentional Ptycho-Tomography (APT) for three-dimensional nanoscale X-ray imaging with minimal data acquisition and computation time, Light: Science & Applications, 2023.
Simultaneous spectral recovery and CMOS micro-LED holography with an untrained deep neural network, Optica, 2022
Dynamical machine learning volumetric reconstruction of objects’ interiors from limited angular views, Light: Science & Applications, 2021.