research
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07/12/2022
A Generative deep learning approach for shape recognition of arbitrary objects from phaseless acoustic scattering data
We propose and demonstrate a generative deep learning approach for the s...
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04/28/2022
Machine learning for knowledge acquisition and accelerated inverse-design for non-Hermitian systems
Non-Hermitian systems offer new platforms for unusual physical propertie...
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03/24/2020
Mirrored Autoencoders with Simplex Interpolation for Unsupervised Anomaly Detection
Use of deep generative models for unsupervised anomaly detection has sho...
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10/21/2019