Learning Structured Output Representation using Deep Conditional Generative Models.

Kihyuk Sohn Honglak Lee Xinchen Yan

Published in: NIPS (2015)

Keyphrases

discriminative learning
structured output
generative model
structured prediction
conditional random fields
learning process
prior knowledge
hidden variables
maximum margin
probabilistic model
active learning
learning algorithm
training set
semi supervised
learning tasks
learning problems