Automatic selection of latent variables in variational auto-encoders.
Emma JouffroyAudrey GiremusYannick BerthoumieuOlivier BachAlain HuggetPublished in: EUSIPCO (2022)
Keyphrases
- latent variables
- automatic selection
- variational approximation
- probabilistic model
- posterior distribution
- random variables
- variational bayes
- latent variable models
- prior knowledge
- approximate inference
- real valued
- hidden variables
- structural svms
- factor graphs
- image segmentation
- gaussian process
- hierarchical model
- topic models
- optical flow
- variational methods
- max margin
- free energy
- exact inference
- structured prediction
- observed variables
- structural svm
- latent space
- training data
- decision trees
- machine learning
- data mining
- data sets