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06/21/2023
Density Uncertainty Layers for Reliable Uncertainty Estimation
Assessing the predictive uncertainty of deep neural networks is crucial ...
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11/30/2022
Variational Laplace Autoencoders
Variational autoencoders employ an amortized inference model to approxim...
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12/07/2021
Unsupervised Representation Learning via Neural Activation Coding
We present neural activation coding (NAC) as a novel approach for learni...
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04/10/2018