Now
I am a fourth-year Ph.D. candidate in the Brain and Cognitive Sciences department at Massachusetts Institute of Technology, Cambridge. I am working in Prof. H. Sebastian Seung's lab. In 2014 Sebastian moved from MIT to Princeton as the Professor of Computer Science and the Princeton Neuroscience Institute. Currently I am visiting the Princeton Neuroscience Institute as an Ivy-Plus Exchange Scholar, following my advisor. My current research is focusing on automated analysis of electron microscopic (EM) images of neural tissue using convolutional networks (ConvNets).
I received my B.S. in Computer Science and Engineering and B.S. in Biological Sciences at Seoul National University, Seoul, South Korea. I had worked as a research intern in Prof. Byoung-Tak Zhang's lab and my previous research projects dealt with EEG signal analysis based on machine learning and human action recognition from video using deep learning.
Research
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Recursive Training of 2D-3D Convolutional Networks for Neuronal Boundary Detection Kisuk Lee, Aleksandar Zlateski, Ashwin Vishwanathan & H. Sebastian Seung. In NIPS 2015 |
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ZNN: Multi-core CPU Implementation of 3D ConvNet Aleksandar Zlateski, Kisuk Lee & H. Sebastian Seung. (Manuscript in preparation) |
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Crowd Intelligence in EyeWire Kisuk Lee & H. Sebastian Seung |
Publications
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Recursive Training of 2D-3D Convolutional Networks for Neuronal Boundary Detection Kisuk Lee, Aleksandar Zlateski, Ashwin Vishwanathan & H. Sebastian Seung. In NIPS 2015. |
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Space-Time Wiring Specificity Supports Direction Selectivity in the Retina Jinseop S. Kim, Matthew J. Greene, Aleksandar Zlateski, Kisuk Lee, Mark Richardson, Srinivas C. Turaga, Michael Purcaro, Matthew Balkam, Amy Robinson, Bardia F. Behabadi, Michael Campos, Winfried Denk, H. Sebastian Seung & the EyeWirers. Nature 509, pp.331-336, 2014. |
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Cooking Action Recognition via Spatio-Temporal Feature Learning based on ISA (Extended, in Korean) Kisuk Lee, Eun-Sol Kim, Karinne Ramirez Amaro, Michael Beetz & Byoung-Tak Zhang. Journal of the Korean Institute of Information Science Society: Computing Practices and Letters 19(8), pp.434-438, 2013. |
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Human Cooking Action Recognition via Spatio-Temporal Feature Learning based on ISA (in Korean) Kisuk Lee, Eun-Sol Kim, Karinne Ramirez Amaro, Michael Beetz & Byoung-Tak Zhang. In Proceedings of the Korea Computing Congress (KCC 2012) Vol.39 2(B), pp.183-185, Nov. 2012. |
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Searching for Spatio-Temopral pattern in EEG Signal with Hypernetwork (in Korean) Eun-Sol Kim, Chung-Yeon Lee, Kisuk Lee, Hyunmin Lee, JoonShik Kim & Byoung-Tak Zhang. In Proceedings of the Korea Computing Congress (KCC 2011) Vol.38 1(C), pp.331-334, Nov. 2011. |