NICGSlowDown: Evaluating the Efficiency Robustness of Neural Image Caption Generation Models.
Simin ChenZihe SongMirazul HaqueCong LiuWei YangPublished in: CoRR (2022)
Keyphrases
- random fields
- image data
- single image
- image content
- input image
- image analysis
- multiscale
- test images
- image features
- image representation
- neural network
- image collections
- template matching
- edge detection
- statistical model
- caption text
- segmentation algorithm
- image regions
- image classification
- computational efficiency
- low level
- neural network model
- image pixels
- high resolution
- image segmentation
- computer vision
- image statistics
- learning rules
- network architecture
- pixel values
- bayesian framework
- probabilistic model
- digital images
- segmentation method
- image quality