CORTEXA
← Browse

Xiaoran Zhang

2 papers indexed

arxivcs.CV2026-07-14

Improving Medical Image Generative Models with Fréchet Distance Loss

Andrew Marshall, Xuanang Xu, Xiaoran Zhang, Rui Wang, Lawrence Staib, James Duncan

Diffusion generative models have demonstrated immense potential for synthetic medical image generation. However, these models often struggle to capture complex morphological characteristics of heterogeneous tumors with irregular boundaries, limiting their utility for downstream c…

View free PDFSource page
crossrefJournal of Geophysical Research: Machine Learning and Computation2026-06-29

Super‐Resolution of Planetary Images Based on Generative Adversarial Network

Xiaoran Zhang, Yiran Wang, Miao Zhuo

Abstract Currently, satellite imagery serves as the primary means of observing terrestrial planets such as the Mars, the Moon, and Mercury. Enhancing the resolution and quality of these images can provide more detailed insights into planetary surfaces. However, improvements in im…

View free PDFSource page