SelfEval: Leveraging the discriminative nature of generative models for evaluation.
Sai Saketh RambhatlaIshan MisraPublished in: CoRR (2023)
Keyphrases
- generative model
- discriminative models
- discriminative learning
- generative and discriminative models
- probabilistic model
- semi supervised
- discriminative methods
- semi supervised learning
- mixture model
- topic models
- naive bayes models
- em algorithm
- fisher kernel
- discriminatively trained
- discriminative learning framework
- prior knowledge
- expectation maximization
- unsupervised learning
- conditional random fields
- object categories
- feature extraction
- maximum entropy principle
- hierarchical hidden markov models
- sparse coding
- image statistics
- object parts
- latent dirichlet allocation
- maximum entropy
- machine learning
- bag of words
- image features
- feature selection