Search Results for author: Sookyung Kim

Found 5 papers, 2 papers with code

Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential Equation

1 code implementation16 Oct 2020 Sunghyun Park, Kangyeol Kim, Junsoo Lee, Jaegul Choo, Joonseok Lee, Sookyung Kim, Edward Choi

Video generation models often operate under the assumption of fixed frame rates, which leads to suboptimal performance when it comes to handling flexible frame rates (e. g., increasing the frame rate of the more dynamic portion of the video as well as handling missing video frames).

Video Generation

Deep-dust: Predicting concentrations of fine dust in Seoul using LSTM

no code implementations29 Jan 2019 Sookyung Kim, Jungmin M. Lee, Jiwoo Lee, Jihoon Seo

Polluting fine dusts in South Korea which are mainly consisted of biomass burning and fugitive dust blown from dust belt is significant problem these days.

Time Series Time Series Analysis

Reliable and Explainable Machine Learning Methods for Accelerated Material Discovery

no code implementations5 Jan 2019 Bhavya Kailkhura, Brian Gallagher, Sookyung Kim, Anna Hiszpanski, T. Yong-Jin Han

We also propose a transfer learning technique and show that the performance loss due to models' simplicity can be overcome by exploiting correlations among different material properties.

BIG-bench Machine Learning Transfer Learning

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