Search Results for author: Ki-Ung Song

Found 2 papers, 2 papers with code

Applying Regularized Schrödinger-Bridge-Based Stochastic Process in Generative Modeling

1 code implementation15 Aug 2022 Ki-Ung Song

Therefore, this study tried to reduce the number of timesteps and training time required and proposed regularization terms to the existing SB models to make the bidirectional stochastic processes consistent and stable with a reduced number of timesteps.

FS-NCSR: Increasing Diversity of the Super-Resolution Space via Frequency Separation and Noise-Conditioned Normalizing Flow

1 code implementation20 Apr 2022 Ki-Ung Song, Dongseok Shim, Kang-wook Kim, Jae-young Lee, Younggeun Kim

Super-resolution suffers from an innate ill-posed problem that a single low-resolution (LR) image can be from multiple high-resolution (HR) images.

Super-Resolution

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