Search Results for author: Zhiwei Xie

Found 3 papers, 2 papers with code

Multi-task deep learning for large-scale building detail extraction from high-resolution satellite imagery

1 code implementation29 Oct 2023 Zhen Qian, Min Chen, Zhuo Sun, Fan Zhang, Qingsong Xu, Jinzhao Guo, Zhiwei Xie, Zhixin Zhang

Understanding urban dynamics and promoting sustainable development requires comprehensive insights about buildings.

Distribution Fitting for Combating Mode Collapse in Generative Adversarial Networks

no code implementations3 Dec 2022 Yanxiang Gong, Zhiwei Xie, Guozhen Duan, Zheng Ma, Mei Xie

To address the issue, we propose a global distribution fitting (GDF) method with a penalty term to confine the generated data distribution.

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