Search Results for author: Sanghyun Park

Found 4 papers, 1 papers with code

VideoPatchCore: An Effective Method to Memorize Normality for Video Anomaly Detection

1 code implementation24 Sep 2024 Sunghyun Ahn, Youngwan Jo, Kijung Lee, Sanghyun Park

Inspired by PatchCore, our approach introduces a structure that prioritizes memory optimization and configures three types of memory tailored to the characteristics of video data.

Anomaly Detection Decoder +1

SPIN: SE(3)-Invariant Physics Informed Network for Binding Affinity Prediction

no code implementations10 Jul 2024 Seungyeon Choi, Sangmin Seo, Sanghyun Park

Accurate prediction of protein-ligand binding affinity is crucial for rapid and efficient drug development.

NOTE: Notable generation Of patient Text summaries through Efficient approach based on direct preference optimization

no code implementations19 Feb 2024 Imjin Ahn, Hansle Gwon, Young-Hak Kim, Tae Joon Jun, Sanghyun Park

The discharge summary is a one of critical documents in the patient journey, encompassing all events experienced during hospitalization, including multiple visits, medications, tests, surgery/procedures, and admissions/discharge.

parameter-efficient fine-tuning

Learning what they think vs. learning what they do: The micro-foundations of vicarious learning

no code implementations30 Jul 2020 Sanghyun Park, Phanish Puranam

Specifically, enabling mutual observability of actions and outcomes is superior to sharing of beliefs when the task environment features few alternatives with large differences in their value and there are no time pressures.

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