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09/07/2023
M(otion)-mode Based Prediction of Ejection Fraction using Echocardiograms
Early detection of cardiac dysfunction through routine screening is vita...
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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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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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10/08/2021
On the Limitations of Multimodal VAEs
Multimodal variational autoencoders (VAEs) have shown promise as efficie...
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05/06/2021
Generalized Multimodal ELBO
Multiple data types naturally co-occur when describing real-world phenom...
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06/15/2020