LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images.
Viraj PrabhuSriram YenamandraPrithvijit ChattopadhyayJudy HoffmanPublished in: NeurIPS (2023)
Keyphrases
- visual tasks
- image data
- image classification
- visual effects
- image analysis
- input image
- visual appearance
- visual environment
- human visual
- visual data
- test images
- feature points
- image database
- image features
- three dimensional
- probabilistic model
- visual patterns
- programming language
- ground truth
- visual similarity
- web images
- random fields
- geometric models
- image registration
- three dimensional objects
- natural language
- object recognition
- image collections
- image retrieval
- lighting conditions
- observed scene
- test cases
- edge detection
- image regions
- parametric models
- image set
- visual information
- low level
- image sequences