Jeremiah Zhe Liu

Image reconstruction by domain-transform manifold learning

Bo Zhu, Jeremiah Zhe Liu, Stephen Cauley et al. · Nature · 2018 · 1.7K citations · Full text

Image Reconstruction, Image Analysis, Machine Vision +8

Measuring Calibration in Deep Learning

Jeremy Nixon, Mike Dusenberry, Ghassen Jerfel et al. · arXiv (Cornell University) · 2019 · 155 citations · Full text

Engineering, Machine Learning, Machine Learning Classifiers +20

Incident dementia and long-term exposure to constituents of fine particle air pollution: A national cohort study in the United States

Liuhua Shi, Qiao Zhu, Yifan Wang et al. · Proceedings of the National Academy of Sciences · 2022 · 128 citations · Full text

Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness

Jeremiah Zhe Liu, Zi Lin, Shreyas Padhy et al. · arXiv (Cornell University) · 2020 · 106 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +23

A Simple Fix to Mahalanobis Distance for Improving Near-OOD Detection

Jie Ren, Stanislav Fort, Jeremiah Zhe Liu et al. · arXiv (Cornell University) · 2021 · 71 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22