My research interests lie in machine learning and computer vision, with particular focus on domain generalization. Domain generalization deals with a challenging problem that generalize the model without any access to unseen domains in the training process. My ultimate goal is generalizing deep neural networks for 2D RGB images, 3D point clouds, and SLAM. My previous published works span adversarial attacks and bio-inspired robust deep learning.
dnwn24 [at] kaist.ac.kr
E3-2, 3240, 291 Daehak-ro, Yuseong-gu, Daejeon, Korea, 34141
B.S in Mechanical Engineering, 2019
Korea University, Korea
M.S in Robotics Program, 2021