Topology of Conceptual Representations in Unsupervised Generative Models.

Published in: IVUS (2021)

Keyphrases

generative model
semi supervised
probabilistic model
unsupervised learning
mixture model
discriminative learning
discriminative models

prior knowledge
deep belief networks
semi supervised learning
hierarchical hidden markov models
latent dirichlet allocation
supervised learning
em algorithm

object categories
maximum entropy principle
representational power
active learning
topic models
conditional random fields
generative and discriminative models

labeled data
machine learning
expectation maximization
information extraction
object recognition
learning algorithm
information retrieval