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04/15/2022
Bayesian Updating of Seismic Ground Failure Estimates via Causal Graphical Models and Satellite Imagery
Earthquake-induced secondary ground failure hazards, such as liquefactio...
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07/23/2021
HierMUD: Hierarchical Multi-task Unsupervised Domain Adaptation between Bridges for Drive-by Damage Diagnosis
Monitoring bridge health using vibrations of drive-by vehicles has vario...
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08/28/2019
O-MedAL: Online Active Deep Learning for Medical Image Analysis
Active Learning methods create an optimized and labeled training set fro...
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11/19/2018
Stackelberg GAN: Towards Provable Minimax Equilibrium via Multi-Generator Architectures
We study the problem of alleviating the instability issue in the GAN tra...
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09/25/2018
MedAL: Deep Active Learning Sampling Method for Medical Image Analysis
Deep learning models have been successfully used in medical image analys...
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09/13/2018
