DreamTeacher: Pretraining Image Backbones with Deep Generative Models.
Daiqing LiHuan LingAmlan KarDavid AcunaSeung Wook KimKarsten KreisAntonio TorralbaSanja FidlerPublished in: CoRR (2023)
Keyphrases
- generative model
- bayesian framework
- image representation
- probabilistic model
- input image
- mixture model
- image features
- discriminative learning
- image content
- visual patterns
- image retrieval
- image classification
- test images
- multiscale
- object parts
- prior knowledge
- segmentation method
- training set
- hierarchical hidden markov models
- deep belief networks
- clustering algorithm
- image matching
- em algorithm
- natural images
- similarity measure
- image segmentation