FastClothGNN: Optimizing message passing in Graph Neural Networks for accelerating real-time cloth simulation

We present an efficient message aggregation algorithm FastClothGNN for Graph Neural Networks (GNNs) specifically designed for real-time cloth simulation in virtual try-on systems. Our approach reduces computational redundancy by optimizing neighbor sampling and minimizing unnecessary message-passing...

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Bibliographic Details
Main Authors: Yang Zhang, Kailuo Yu, Xinyu Zhang
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Graphical Models
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1524070325000207
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