Sensitivity analysis of latent variables in Variational Autoencoders for Dermoscopic Image Analysis.
Paola CastiArianna MencattiniSara CardarelliGianni AntonelliJoanna FilippiMichele D'OrazioEugenio MartinelliPublished in: MeMeA (2022)
Keyphrases
- sensitivity analysis
- latent variables
- image analysis
- variational approximation
- image segmentation
- probabilistic model
- computer aided diagnosis systems
- pigmented skin lesions
- denoising
- latent variable models
- random variables
- managerial insights
- posterior distribution
- hidden layer
- variational bayes
- prior knowledge
- hierarchical model
- hidden variables
- influence diagrams
- gaussian process
- computer vision
- topic models
- approximate inference
- real valued
- pattern recognition
- image processing
- variational methods
- probabilistic graphical models
- variational inequalities
- structural svms
- observed variables
- learning algorithm
- decision variables
- latent space
- decision trees
- convex optimization
- information retrieval