Search Results for author: Hyungjoon Soh

Found 3 papers, 1 papers with code

Enhancing Demand Prediction in Open Systems by Cartogram-aided Deep Learning

no code implementations24 Mar 2024 Sangjoon Park, Yongsung Kwon, Hyungjoon Soh, Mi Jin Lee, Seung-Woo Son

In this study, we propose a deep learning framework to predict rental and return patterns by leveraging cartogram approaches.

Graph Attention

Mirror descent of Hopfield model

no code implementations29 Nov 2022 Hyungjoon Soh, Dongyeob Kim, Juno Hwang, Junghyo Jo

Mirror descent is an elegant optimization technique that leverages a dual space of parametric models to perform gradient descent.

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