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Jihoon TackContact: jihoontack@{kaist.ac.kr, gmail.com} |
I am a Ph.D. student at ALIN-LAB, advised by Prof. Jinwoo Shin at Korea Advanced Institute of Science and Technology (KAIST).
My research focuses on designing algorithms to tackle distributional shifts in machine learning, i.e., training and testing distribution differs. To this end, I focus on developing (i) quick adaptation algorithms for unseen distributions or tasks, and (ii) robust representation learning frameworks. In addition, I have a broad interest in handling complex signals efficiently by utilizing implicit neural representations.
Topics of interest: Meta-Learning, Distributional Shift Robustness, Implicit Neural Representation
(C: Conference, W: Workshop, P: Preprint, *: Equal contribution)