Training Implicit Generative Models via an Invariant Statistical Loss.
José Manuel de FrutosPablo M. OlmosManuel A. VázquezJoaquín MíguezPublished in: CoRR (2024)
Keyphrases
- generative model
- discriminatively trained
- mixture model
- probabilistic model
- discriminative learning
- em algorithm
- prior knowledge
- maximum entropy principle
- semi supervised
- object categories
- discriminative models
- topic models
- conditional random fields
- hierarchical hidden markov models
- representational power
- supervised learning
- training samples
- object detection
- feature vectors
- training set
- discriminative methods
- object recognition
- similarity measure