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03/21/2023
Linking generative semi-supervised learning and generative open-set recognition
This study investigates the relationship between semi-supervised learnin...
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06/23/2022
A Temporal Extension of Latent Dirichlet Allocation for Unsupervised Acoustic Unit Discovery
Latent Dirichlet allocation (LDA) is widely used for unsupervised topic ...
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10/19/2021
Temporal separation of whale vocalizations from background oceanic noise using a power calculation
The process of analyzing audio signals in search of cetacean vocalizatio...
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10/07/2021
A Probabilistic Graphical Model Approach to the Structure-and-Motion Problem
We present a means of formulating and solving the well known structure-a...
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10/05/2021
Graph Coloring: Comparing Cluster Graphs to Factor Graphs
We present a means of formulating and solving graph coloring problems wi...
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09/30/2021
Strengthening Probabilistic Graphical Models: The Purge-and-merge Algorithm
Probabilistic graphical models (PGMs) are powerful tools for solving sys...
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10/23/2019
Stabilising priors for robust Bayesian deep learning
Bayesian neural networks (BNNs) have developed into useful tools for pro...
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04/08/2013