OpenBias: Open-set Bias Detection in Text-to-Image Generative Models.
Moreno D'IncàElia PeruzzoMassimiliano ManciniDejia XuVidit GoelXingqian XuZhangyang WangHumphrey ShiNicu SebePublished in: CoRR (2024)
Keyphrases
- generative model
- bayesian framework
- image features
- multiscale
- input image
- discriminative learning
- image segmentation
- mixture model
- information retrieval
- test images
- image retrieval
- image classification
- segmentation method
- discriminative models
- em algorithm
- prior knowledge
- keypoints
- image content
- similarity measure
- hierarchical hidden markov models
- semi supervised
- image set
- bounding box
- machine learning
- discriminative methods