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06/15/2023
Tree Variational Autoencoders
We propose a new generative hierarchical clustering model that learns a ...
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05/26/2023
Differentiable Random Partition Models
Partitioning a set of elements into an unknown number of mutually exclus...
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06/30/2022
Interpretable Anomaly Detection in Echocardiograms with Dynamic Variational Trajectory Models
We propose a novel anomaly detection method for echocardiogram videos. T...
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03/03/2022
Learning Selection Bias and Group Importance: Differentiable Reparameterization for the Hypergeometric Distribution
Partitioning a set of elements into a given number of groups of a priori...
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11/06/2018