I am a Ph.D student in Machine Learning (Electrical and Computer Engineering) at Georgia Institute of Technology advised by Prof. Sara Fridovich-Keil. I have interest in various 3D inverse problems and estimate, minimizing the hallucination of modern neural networks. Specifically I am interested in the topics such as Novel View Synthesis, Radar, Computed Tomography, and Uncertainty Quantification.
During my undergrad in Yonsei University, I was an research intern at Optical Imaging Systems Lab advised by Prof. Seung Ah Lee. Under the advisement of the professor, I researched about Lensless Imaging. My research was mainly focused on the reconstruction of lensless images and making the optimal pattern of the phase mask for the lensless system. My senior thesis was about end-to-end physically informed lensless segmentation network.
If you are interested about me, please see my CV
🔬 Optical Imaging System Lab
Designing Phase Mask for Lensless System🏆 Hyundai Mobis SW Hackathon
In-car Noise Redundant Speech Recognition model📸 Image Captioning model
Show, Attend, and Tell