Generative Model for Autoencoders Learning by Image Sampling Representations.
Viacheslav E. AntsiperovPublished in: ICPRAM (2022)
Keyphrases
- generative model
- bayesian framework
- deep belief networks
- feature representations
- multiscale
- probabilistic model
- input image
- image features
- image classification
- discriminative learning
- image representation
- learned models
- prior knowledge
- supervised learning
- learning process
- image content
- visual patterns
- dirichlet process mixture models
- posterior probability
- action recognition
- parameter space
- em algorithm
- denoising
- object categories
- image structure
- latent dirichlet allocation
- markov chain monte carlo
- active learning
- high resolution
- object recognition
- reinforcement learning
- computer vision
- machine learning