Groot: Adversarial Testing for Generative Text-to-Image Models with Tree-based Semantic Transformation.
Yi LiuGuowei YangGelei DengFeiyue ChenYuqi ChenLing ShiTianwei ZhangYang LiuPublished in: CoRR (2024)
Keyphrases
- image content
- multiscale
- bayesian framework
- image segmentation
- image representation
- image features
- single image
- image data
- image retrieval
- input image
- image classification
- image collections
- generative model
- semantic labels
- random fields
- segmentation method
- image set
- image transformations
- image analysis
- web images
- semantic network
- semantic similarity
- test images
- information retrieval
- image regions
- edge detection
- low level
- image scrambling
- textual descriptions
- geometric transformations
- semantic information
- video sequences
- high level