Rethinking Interpretation: Input-Agnostic Saliency Mapping of Deep Visual Classifiers.
Naveed AkhtarMohammad Amir Asim Khan JalwanaPublished in: AAAI (2023)
Keyphrases
- visual information
- decision trees
- high level
- machine learning algorithms
- visual input
- support vector
- low level
- input features
- linear classifiers
- visual saliency
- visual attention
- scan path
- saliency model
- visual analysis
- visual perception
- feature selection
- training data
- saliency map
- classification models
- natural images
- training set
- human vision
- machine learning
- classifier combination
- saliency detection
- object recognition
- classifier ensemble
- input data
- svm classifier
- training samples
- visual search
- roc curve
- neural network
- class labels