Search Results for author: Hojin Kim

Found 2 papers, 0 papers with code

Data-Driven Physics-Informed Neural Networks: A Digital Twin Perspective

no code implementations5 Jan 2024 Sunwoong Yang, Hojin Kim, Yoonpyo Hong, Kwanjung Yee, Romit Maulik, Namwoo Kang

This study explores the potential of physics-informed neural networks (PINNs) for the realization of digital twins (DT) from various perspectives.

Uncertainty Quantification

Offline-to-Online Knowledge Distillation for Video Instance Segmentation

no code implementations15 Feb 2023 Hojin Kim, Seunghun Lee, Sunghoon Im

In this paper, we present offline-to-online knowledge distillation (OOKD) for video instance segmentation (VIS), which transfers a wealth of video knowledge from an offline model to an online model for consistent prediction.

Data Augmentation Instance Segmentation +3

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