Generative AI for Architectural Design: A Literature Review

no code implementations • 30 Mar 2024 • Chengyuan Li, Tianyu Zhang, Xusheng Du, Ye Zhang, Haoran Xie

This paper explores the extensive applications of generative AI technologies in architectural design, a trend that has benefited from the rapid development of deep generative models.

SGDraw: Scene Graph Drawing Interface Using Object-Oriented Representation

1 code implementation • 30 Nov 2022 • Tianyu Zhang, Xusheng Du, Chia-Ming Chang, Xi Yang, Haoran Xie

However, it is difficult to draw a proper scene graph for image retrieval, image generation, and multi-modal applications.

Graph Generation Image Generation +5

Graph Neural Network-based Early Bearing Fault Detection

no code implementations • 24 Apr 2022 • Xusheng Du, Jiong Yu

Early detection of faults is of importance to avoid catastrophic accidents and ensure safe operation of machinery.

Fault Detection

Fluctuation-based Outlier Detection

1 code implementation • 21 Apr 2022 • Xusheng Du, Enguang Zuo, Zhenzhen He, Jiong Yu

Outlier detection is an important topic in machine learning and has been used in a wide range of applications.

Outlier Detection