Sang Michael Xie

On the Opportunities and Risks of Foundation Models

Rishi Bommasani, Drew A. Hudson, Ehsan Adeli et al. · arXiv (Cornell University) · 2021 · 2.1K citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Combining satellite imagery and machine learning to predict poverty

Neal Jean, Marshall Burke, Sang Michael Xie et al. · Science · 2016 · 1.6K citations

Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping

Sang Michael Xie, Neal Jean, Marshall Burke et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2016 · 420 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +20

Weakly Supervised Deep Learning for Segmentation of Remote Sensing Imagery

Sherrie Wang, William Chen, Sang Michael Xie et al. · Remote Sensing · 2020 · 236 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Adversarial Training Can Hurt Generalization

Aditi Raghunathan, Sang Michael Xie, Fanny Yang et al. · arXiv (Cornell University) · 2019 · 144 citations · Full text

Artificial Intelligence, Robust Accuracy, Optimal Predictor +12