Search Results for author: Sung Woo Park

Found 4 papers, 2 papers with code

Neural Markov Controlled SDE: Stochastic Optimization for Continuous-Time Data

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.

Stochastic Optimization Time Series +1

Wasserstein Distributional Normalization

no code implementations1 Jan 2021 Sung Woo Park, Junseok Kwon

We propose a novel Wasserstein distributional normalization (WDN) algorithm to handle noisy labels for accurate classification.

General Classification

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