Replicating Neuroscience Observations on ML/MF and AM Face Patches by Deep Generative Model.
Tian HanXianglei XingJiawen WuYing Nian WuPublished in: Neural Comput. (2019)
Keyphrases
- generative model
- em algorithm
- probabilistic model
- maximum likelihood
- bayesian framework
- visual patterns
- human faces
- prior knowledge
- posterior probability
- expectation maximization
- semi supervised
- matrix factorization
- discriminative learning
- face images
- latent dirichlet allocation
- discriminative models
- markov chain monte carlo
- object categories
- image patches
- hidden states
- facial features
- appearance variations
- low level
- graphical models
- hierarchical bayesian model
- topic models
- data sets
- natural images
- pairwise
- video sequences
- bayesian networks