Diversifying Deep Ensembles: A Saliency Map Approach for Enhanced OOD Detection, Calibration, and Accuracy.
Stanislav DerekaIvan KarpukhinSergey KolesnikovPublished in: CoRR (2023)
Keyphrases
- saliency map
- visual attention
- saliency detection
- detection rate
- human visual system
- visual saliency
- formal specification
- saliency estimation
- visual attention model
- object detection
- dynamic aspects
- salient regions
- natural images
- detection method
- detection algorithm
- video frames
- search engine
- visual saliency detection
- salient region detection
- eye movements
- visual features
- higher level
- input image
- computational complexity
- video sequences
- computer vision