Building Coverage Estimation with Low-resolution Remote Sensing Imagery

no code implementations • 4 Jan 2023 • Enci Liu, Chenlin Meng, Matthew Kolodner, Eun Jee Sung, Sihang Chen, Marshall Burke, David Lobell, Stefano Ermon

In this paper, we propose a method for estimating building coverage using only publicly available low-resolution satellite imagery that is more frequently updated.

The Influence of Age and Gender Information on the Diagnosis of Diabetic Retinopathy: Based on Neural Networks

no code implementations • 6 Aug 2021 • Long Bai, Sihang Chen, Mingyang Gao, Leila Abdelrahman, Manal Al Ghamdi, Mohamed Abdel-Mottaleb

This paper proposes the importance of age and gender information in the diagnosis of diabetic retinopathy.

Image Classification

Reinforcement Learning with Expert Trajectory For Quantitative Trading

no code implementations • 9 May 2021 • Sihang Chen, Weiqi Luo, Chao Yu

In recent years, quantitative investment methods combined with artificial intelligence have attracted more and more attention from investors and researchers.

Q-Learning reinforcement-learning +1