Research
My primary interest is to develop machine intelligence by imitating human learning, inspired by how the human mind develops through interactions, and in turn understand human learning by investigating intelligent systems. In a way to achieve this goal, I'm currently studying the fields of contiual concept formation, active learning and reinforcement learning.
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Message Passing Adaptive Resonance Theory for Online Active Semi-supervised Learning
Taehyeong Kim, Injune Hwang, Hyundo Lee, Hyunseo Kim, Won-Seok Choi, Joseph J. Lim, Byoung-Tak Zhang
ICML 2021
[PDF]
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Label Propagation Adaptive Resonance Theory for Semi-supervised Continuous Learning
Taehyeong Kim, Injune Hwang, Gi-Cheon Kang, Won-Seok Choi, Hyunseo Kim, Byoung-Tak Zhang
ICASSP 2020
[PDF]
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