Unsupervised Compositional Concepts Discovery with Text-to-Image Generative Models.
Nan LiuYilun DuShuang LiJoshua B. TenenbaumAntonio TorralbaPublished in: ICCV (2023)
Keyphrases
- generative model
- input image
- semi supervised
- image features
- multiscale
- probabilistic model
- image classification
- image segmentation
- image content
- image retrieval
- discriminative models
- natural images
- keypoints
- image representation
- information retrieval
- prior knowledge
- image processing
- unsupervised learning
- mixture model
- similarity measure
- test images
- object categories
- discriminative learning
- markov random field
- object detection
- segmentation method
- bayesian networks
- conditional random fields
- bounding box
- visual patterns