no code implementations • 27 May 2024 • Gihyun Kwon, Jangho Park, Jong Chul Ye
While text-to-image models have achieved impressive capabilities in image generation and editing, their application across various modalities often necessitates training separate models.
no code implementations • 4 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.
no code implementations • 25 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.
no code implementations • 28 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.