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03/16/2022
Open Set Recognition using Vision Transformer with an Additional Detection Head
Deep neural networks have demonstrated prominent capacities for image cl...
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04/14/2021
Detection of Dataset Shifts in Learning-Enabled Cyber-Physical Systems using Variational Autoencoder for Regression
Cyber-physical systems (CPSs) use learning-enabled components (LECs) ext...
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11/27/2020
Association: Remind Your GAN not to Forget
Neural networks are susceptible to catastrophic forgetting. They fail to...
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03/21/2020
Detecting Adversarial Examples in Learning-Enabled Cyber-Physical Systems using Variational Autoencoder for Regression
Learning-enabled components (LECs) are widely used in cyber-physical sys...
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01/28/2020