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Autoencoding Under Normalization Constraints Go to Link

Yoon, Sangwoong; Noh, Yung-Kyun; Park, Frank C.

ArticleIssue Date2021CitationINTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 139, v.139, pp.12087 - 12097PublisherJMLR-JOURNAL MACHINE LEARNING RESEARCH

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Energy-Based Models for Anomaly Detection: A Manifold Diffusion Recovery Approach Go to Link

Yoon, Sangwoong; Jin, Young-Uk; Noh, Yung-Kyun; Park, Frank C.

ArticleIssue Date2023CitationAdvances in Neural Information Processing Systems, v.36, pp 49445 - 49466PublisherNeural Information Processing Systems Foundation, Inc. (NeurIPS)

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Glycolysis in hepatic stellate cells coordinates fibrogenic extracellular vesicle release spatially to amplify liver fibrosis Go to Link open access

Khanal, Shalil; Liu, Yuanhang; Bamidele, Adebowale O.; Wixom, Alexander Q.; Washington, Alexander M.; Jalan-Sakrikar, Nidhi; Cooper, Shawna A.; Vuckovic, Ivan; Zhang, Song; Zhong, Jun, et al.

ArticleIssue Date2024CitationScience Advances, v.10, no.26, pp 1 - 15PublisherAmerican Association for the Advancement of Science

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Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models Go to Link

Yoon, Sangwoong; Hwang, Himchan; Kwon, Dohyun; Noh, Yung-Kyun; Park, Frank C.

ArticleIssue Date2024CitationAdvances in Neural Information Processing Systems, v.37, pp 1 - 24

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Single cell multiomic landscape reveals gene programs driving lipid droplet heterogeneity in hepatic steatosis Go to Link open access

Sehrawat, Tejasav S.; Cooper, Shawna A.; Navarro-Corcuera, Amaia; Schulze, Ryan J.; Liu, Mengfei; Yaqoob, Usman; Yeon, Yubin; Yoon, Sangwoong; Noh, Yung-Kyun; Meroueh, Chady, et al.

ArticleIssue Date2026CitationSCIENTIFIC REPORTS, v.16, no.1, pp 1 - 19PublisherNATURE PORTFOLIO

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Browsing by Yoon, SangwoongAuthor

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