Search Results for author: Jangho Park

Found 3 papers, 0 papers with code

ED-NeRF: Efficient Text-Guided Editing of 3D Scene with Latent Space NeRF

no code implementations4 Oct 2023 Jangho Park, Gihyun Kwon, Jong Chul Ye

These advancements have been extended to 3D models, enabling the generation of novel 3D objects from textual descriptions.

Denoising Image Generation

Long-Term Missing Value Imputation for Time Series Data Using Deep Neural Networks

no code implementations25 Feb 2022 Jangho Park, Juliane Muller, Bhavna Arora, Boris Faybishenko, Gilberto Pastorello, Charuleka Varadharajan, Reetik Sahu, Deborah Agarwal

We present an approach that uses a deep learning model, in particular, a MultiLayer Perceptron (MLP), for estimating the missing values of a variable in multivariate time series data.

Imputation Time Series +1

Surrogate Optimization of Deep Neural Networks for Groundwater Predictions

no code implementations28 Aug 2019 Juliane Mueller, Jangho Park, Reetik Sahu, Charuleka Varadharajan, Bhavna Arora, Boris Faybishenko, Deborah Agarwal

Sustainable management of groundwater resources under changing climatic conditions require an application of reliable and accurate predictions of groundwater levels.

Management

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