Search Results for author: Sewon Park

Found 4 papers, 1 papers with code

Regular Time-series Generation using SGM

no code implementations20 Jan 2023 Haksoo Lim, Minjung Kim, Sewon Park, Noseong Park

We propose a conditional score network for the time-series generation domain.

Denoising Time Series +1

SOS: Score-based Oversampling for Tabular Data

1 code implementation17 Jun 2022 Jayoung Kim, Chaejeong Lee, Yehjin Shin, Sewon Park, Minjung Kim, Noseong Park, Jihoon Cho

To our knowledge, we are the first presenting a score-based tabular data oversampling method.

Style Transfer

Lévy Adaptive B-spline Regression via Overcomplete Systems

no code implementations28 Jan 2021 Sewon Park, Hee-Seok Oh, Jaeyong Lee

The estimation of functions with varying degrees of smoothness is a challenging problem in the nonparametric function estimation.

Methodology 62G08

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