Search Results - "Soh, Hyungjoon"

Improving demand forecasting in open systems with cartogram-enhanced deep learning by Park, Sangjoon, Kwon, Yongsung, Soh, Hyungjoon, Lee, Mi Jin, Son, Seung-Woo

“…Predicting temporal patterns across various domains poses significant challenges due to their nuanced and often nonlinear trajectories. To address this…”
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Passive Tracer Dynamics in Slow-Bond Problem by Soh, Hyungjoon, Ha, Meesoon

“…J. Stat. Mech. (2019) 094009 Asymptotic Kardar-Parisi-Zhang (KPZ) properties are investigated in the totally asymmetric simple exclusion process (TASEP) with a…”
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Mirror descent of Hopfield model by Soh, Hyungjoon, Kim, Dongyeob, Hwang, Juno, Jo, Junghyo

“…Mirror descent is an elegant optimization technique that leverages a dual space of parametric models to perform gradient descent. While originally developed…”
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Improving Demand Forecasting in Open Systems with Cartogram-Enhanced Deep Learning by Park, Sangjoon, Kwon, Yongsung, Soh, Hyungjoon, Lee, Mi Jin, Son, Seung-Woo

“…Predicting temporal patterns across various domains poses significant challenges due to their nuanced and often nonlinear trajectories. To address this…”
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Jamming and condensation in one-dimensional driven flow by Soh, Hyungjoon, Ha, Meesoon, Jeong, Hawoong

“…Phys. Rev. E 97, 032120 (2018) We revisit the slow-bond (SB) problem of the one-dimensional (1D) totally asymmetric simple exclusion process (TASEP) with…”
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KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding by Ham, Jiyeon, Choe, Yo Joong, Park, Kyubyong, Choi, Ilji, Soh, Hyungjoon

“…Natural language inference (NLI) and semantic textual similarity (STS) are key tasks in natural language understanding (NLU). Although several benchmark…”
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Emergence of Long-Term Memory in Popularity by Soh, Hyungjoon, Hong, Joo Hyung, Jeong, Jaeseung, Jeong, Hawoong

“…Popularity describes the dynamics of mass attention, and is a part of a broader class of population dynamics in ecology and social science literature. Studying…”
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Effects of a local defect on one-dimensional nonlinear surface growth by Soh, Hyungjoon, Baek, Yongjoo, Ha, Meesoon, Jeong, Hawoong

“…Phys. Rev. E 95, 042123 (2017) The slow-bond problem is a long-standing question about the minimal strength $\epsilon_\mathrm{c}$ of a local defect with global…”
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