Self-Consuming Generative Models Go MAD.
Sina AlemohammadJosue Casco-RodriguezLorenzo LuziAhmed Imtiaz HumayunHossein BabaeiDaniel LeJeuneAli SiahkoohiRichard G. BaraniukPublished in: ICLR (2024)
Keyphrases
- generative model
- probabilistic model
- prior knowledge
- discriminative learning
- conditional random fields
- object categories
- semi supervised
- em algorithm
- discriminative models
- mixture model
- topic models
- maximum entropy principle
- hidden variables
- expectation maximization
- boltzmann machine
- data sets
- hierarchical hidden markov models
- object parts
- computer vision