MHVAE: a Human-Inspired Deep Hierarchical Generative Model for Multimodal Representation Learning.
Miguel VascoFrancisco S. MeloAna PaivaPublished in: CoRR (2020)
Keyphrases
- generative model
- prior knowledge
- boltzmann machine
- discriminative learning
- learning process
- learning algorithm
- hidden variables
- probabilistic model
- reinforcement learning
- deep belief networks
- pitman yor process
- bayesian framework
- data sets
- feature representations
- fisher kernel
- primal sketch
- learned models
- video representation
- deep learning
- unsupervised learning
- visual patterns
- learning tasks
- expectation maximization
- text classification
- semi supervised
- active learning
- pairwise
- image processing
- machine learning