GenPhys: From Physical Processes to Generative Models.
Ziming LiuDi LuoYilun XuTommi S. JaakkolaMax TegmarkPublished in: CoRR (2023)
Keyphrases
- physical processes
- generative model
- image formation
- mathematical models
- physical world
- probabilistic model
- discriminative models
- mixture model
- prior knowledge
- em algorithm
- finite element method
- conditional random fields
- discriminative learning
- mathematical model
- semi supervised
- expectation maximization
- complex systems
- image restoration
- physical models
- object recognition
- language model
- input image
- pairwise