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02/10/2021
On the Properties of Kullback-Leibler Divergence Between Gaussians
Kullback-Leibler (KL) divergence is one of the most important divergence...
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02/09/2020
Out-of-Distribution Detection with Distance Guarantee in Deep Generative Models
Recent research has shown that it is challenging to detect out-of-distri...
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11/17/2018
Boosting the Robustness Verification of DNN by Identifying the Achilles's Heel
Deep Neural Network (DNN) is a widely used deep learning technique. How ...
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03/16/2018