- 10:14 --- title: Analysis of Explainers of Black Box Deep Neural Networks for Computer Vision A Survey
tags: explainability date modified: Wednesday, October 12th 2022, 4:48:43 pm date created: Wednesday, October 12th 2022, 4:11:22 pm
Analysis of Explainers of Black Box Deep Neural Networks for Computer Vision A Survey¶
- @Analysis of Explainers of Black Box Deep Neural Networks for Computer Vision: A Survey
- Vanessa Buhrmester , David Münch and Michael Arens
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Explaining Systems¶
- GAM
- Partial Dependence Plot
- Salience Map
- Explanator
- Comprehensibility
- Causality
- Causability
- Bayesian Rule List
- TREPAN
Selected DNN Explainers¶
- Counterfactual Impact Evaluation
- DeconvNet
- Layerwise Relevance Propagation
- Parent Approximations
- RETAIn
- SP-LIME
- Deep Visual Explanation
- Prediction Difference Analysis
- Smooth-Grad
- Multimodal Explanation
- Summit
- DeepFool
- DeconvNet
- LIME
