Taking the neural sampling code very seriously: A data-driven approach for evaluating generative models of the visual system.
Suhas ShrinivasanKonstantin-Klemens LurzKelli RestivoGeorge H. DenfieldAndreas S. ToliasEdgar Y. WalkerFabian H. SinzPublished in: NeurIPS (2023)
Keyphrases
- generative model
- probabilistic model
- visual patterns
- mixture model
- discriminative learning
- em algorithm
- prior knowledge
- topic models
- hierarchical hidden markov models
- discriminative models
- posterior probability
- maximum entropy principle
- expectation maximization
- conditional random fields
- semi supervised
- generative and discriminative models
- visual features
- semi supervised learning
- language model
- representational power
- decision trees