How Good Are Deep Generative Models for Solving Inverse Problems?
Shichong PengAlireza MoazeniKe LiPublished in: CoRR (2023)
Keyphrases
- generative model
- inverse problems
- image reconstruction
- global optimization
- convex optimization
- probabilistic model
- discriminative learning
- em algorithm
- conditional random fields
- discriminative models
- optimization methods
- object categories
- prior knowledge
- deep belief networks
- generative and discriminative models
- early vision
- hierarchical hidden markov models
- optimization problems
- smoothness constraint
- semi supervised
- discriminative methods
- information extraction
- object recognition
- multiscale
- high quality
- computer vision