Is Synthetic Data from Generative Models Ready for Image Recognition?
Ruifei HeShuyang SunXin YuChuhui XueWenqing ZhangPhilip H. S. TorrSong BaiXiaojuan QiPublished in: ICLR (2023)
Keyphrases
- image recognition
- synthetic data
- generative model
- probabilistic model
- mixture model
- discriminative models
- image classification
- face recognition
- pattern recognition
- data sets
- prior knowledge
- hierarchical hidden markov models
- expectation maximization
- em algorithm
- real world
- conditional random fields
- object categories
- discriminative learning
- real image data
- maximum entropy principle
- semi supervised
- topic models
- database
- image retrieval
- image segmentation
- generative and discriminative models
- neural network
- computer vision
- image processing
- clustering algorithm
- probability distribution