LeGrad: An Explainability Method for Vision Transformers via Feature Formation Sensitivity.
Walid BousselhamAngie W. BoggustSofian ChayboutiHendrik StrobeltHilde KuehnePublished in: CoRR (2024)
Keyphrases
- sensitivity analysis
- high precision
- dynamic programming
- high accuracy
- synthetic data
- detection method
- fully automatic
- experimental evaluation
- computationally efficient
- feature set
- similarity measure
- optimization method
- mutual information
- computational cost
- feature vectors
- preprocessing
- computational complexity
- optimization algorithm
- significant improvement
- classification method
- pairwise
- image segmentation
- compared with conventional methods