Liu, Jeremiah Z.

Image reconstruction by domain-transform manifold learning

Zhu, B., Liu, J. Z., Cauley, S. F., Rosen, B. R., & Rosen, M. S. (2018) · Nature

Advanced MRI Techniques and ApplicationsImage and Signal Denoising Methods

Cited by 1,694

Simple and principled uncertainty estimation with deterministic deep learning via distance awareness

Liu, J. Z., Lin, Z., Padhy, S., Tran, D., Bedrax-Weiss, T., & Lakshminarayanan, B. (2020) · arXiv

Adversarial Robustness in Machine LearningGaussian Processes and Bayesian Inference

Cited by 237

Measuring Calibration in Deep Learning

Nixon, J., Dusenberry, M., Jerfel, G., Nguyen, T., Liu, J., Zhang, L., & Tran, D. (2019) · arXiv

Adversarial Robustness in Machine LearningAdvanced Neural Network Applications

Cited by 209

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

Shi, L., Zhu, Q., Wang, Y., Hao, H., Zhang, H., Schwartz, J., Amini, H., van Donkelaar, A., Martin, R. V., Steenland, K., et al. (2023) · Proceedings of the National Academy of Sciences

Air Quality and Health ImpactsDementia and Cognitive Impairment Research

Cited by 145

Accurate Uncertainty Estimation and Decomposition in Ensemble Learning

Liu, J. Z., Paisley, J., Kioumourtzoglou, M.-A., & Coull, B. (2019) · arXiv

Gaussian Processes and Bayesian InferenceAdversarial Robustness in Machine Learning

Cited by 59