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Learning Flat Latent Manifolds with VAEs
Measuring the similarity between data points often requires domain knowl...
02/12/2020 ∙ by Nutan Chen, et al. ∙
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Sampling-free Epistemic Uncertainty Estimation Using Approximated Variance Propagation
We present a sampling-free approach for computing the epistemic uncertai...
08/01/2019 ∙ by Janis Postels, et al. ∙
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Fast Approximate Geodesics for Deep Generative Models
The length of the geodesic between two data points along the Riemannian ...
12/19/2018 ∙ by Nutan Chen, et al. ∙
10
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