The Saliency MAP Shows What Regular Visualization Cannot¶
Authors: Simonyan et al. Year: 2013 ArXiv/Link: https://arxiv.org/abs/1312.6034
Summary¶
Introduces saliency maps for visualizing the most important input features for model predictions.
Key Concepts¶
- Saliency maps
- Visual explanations
- Feature importance
- Gradient-based visualization
- Model interpretability
Impact¶
Foundational technique for visualizing model decision-making
Category¶
Interpretability