Hanseok Jeong — accepted AI-conference papers

2024

Posture-Informed Muscular Force Learning for Robust Hand Pressure Estimation

Kyungjin Seo, Junghoon Seo, Hanseok Jeong, Sangpil Kim, Sang Ho Yoon

NeurIPS 2024poster

We present PiMForce, a novel framework that enhances hand pressure estimation by leveraging 3D hand posture information to augment forearm surface electromyography (sEMG) signals. Our approach utilizes detailed spatial information from 3D hand poses in conjunction with dynamic muscle activity from s…

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2023

SurProGenes: Survival Risk-Ordered Representation of Cancer Patients and Genes for the Identification of Prognostic Genes

Junetae Kim, Kyoungsuk Park, Hanseok Jeong, Youngwook KIM, Jeongseon Kim, Sun-Young Kim

ICML 2023poster

Identifying prognostic genes associated with patient survival is an important goal in cancer genomics, as this information could inform treatment approaches and improve patient outcomes. However, the identification of prognostic genes is complicated by the high dimensionality of genetic data, which…

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