no code implementations • ICLR 2022 • Sung Woo Park, Kyungjae Lee, Junseok Kwon
We propose a novel probabilistic framework for modeling stochastic dynamics with the rigorous use of stochastic optimal control theory.
no code implementations • 1 Jan 2021 • Sung Woo Park, Junseok Kwon
We propose a novel Wasserstein distributional normalization (WDN) algorithm to handle noisy labels for accurate classification.
2 code implementations • CVPR 2019 • Sung Woo Park, Junseok Kwon
We propose sphere generative adversarial network (GAN), a novel integral probability metric (IPM)-based GAN.
4 code implementations • ICCV 2019 • Dong Wook Shu, Sung Woo Park, Junseok Kwon
In this paper, we propose a novel generative adversarial network (GAN) for 3D point clouds generation, which is called tree-GAN.