Detection of Abnormal Folding Patterns with Unsupervised Deep Generative Models.
Louise GuillonBastien CagnaBenoit DufumierJoël ChavasDenis RivièreJean-François ManginPublished in: MLCN@MICCAI (2021)
Keyphrases
- generative model
- deep belief networks
- semi supervised
- probabilistic model
- mixture model
- discriminative models
- visual patterns
- discriminative learning
- conditional random fields
- prior knowledge
- unsupervised learning
- hierarchical hidden markov models
- object categories
- object detection
- hidden variables
- semi supervised learning
- em algorithm
- training data
- deep learning
- topic models
- image features
- latent dirichlet allocation
- supervised learning
- weakly supervised
- information extraction
- object recognition
- maximum likelihood
- expectation maximization
- maximum entropy principle
- representational power
- computer vision
- information retrieval