Sample-Specific Debiasing for Better Image-Text Models.
Peiqi WangYingcheng LiuChing-Yun KoWilliam M. Wells IIISeth J. BerkowitzSteven HorngPolina GollandPublished in: MLHC (2023)
Keyphrases
- single image
- input image
- image data
- bayesian framework
- image features
- image content
- text information
- image collections
- image analysis
- probabilistic model
- sample images
- image classification
- image segmentation
- image pixels
- image retrieval
- template matching
- image regions
- web images
- multiscale
- keywords
- random fields
- image statistics
- visual effects
- computer vision
- image matching
- model selection
- similarity measure
- information retrieval
- test images
- lighting conditions
- spatial information
- statistical model
- segmentation method
- segmentation algorithm
- parametric models
- denoising
- high resolution