research
∙
03/21/2023
Linking generative semi-supervised learning and generative open-set recognition
This study investigates the relationship between semi-supervised learnin...
share
research
∙
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 ...
research
∙
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...
research
∙
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...
research
∙
10/05/2021
Graph Coloring: Comparing Cluster Graphs to Factor Graphs
We present a means of formulating and solving graph coloring problems wi...
research
∙
09/30/2021
Strengthening Probabilistic Graphical Models: The Purge-and-merge Algorithm
Probabilistic graphical models (PGMs) are powerful tools for solving sys...
research
∙
10/23/2019
Stabilising priors for robust Bayesian deep learning
Bayesian neural networks (BNNs) have developed into useful tools for pro...
research
∙
04/08/2013
