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03/23/2023
Laplacian Segmentation Networks: Improved Epistemic Uncertainty from Spatial Aleatoric Uncertainty
Out of distribution (OOD) medical images are frequently encountered, e.g...
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02/02/2023
Bayesian Metric Learning for Uncertainty Quantification in Image Retrieval
We propose the first Bayesian encoder for metric learning. Rather than r...
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06/30/2022
Laplacian Autoencoders for Learning Stochastic Representations
Established methods for unsupervised representation learning such as var...
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06/29/2021