Statements (31)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
Machine Learning Technique
|
| gptkbp:application |
gptkb:Computer_Vision
gptkb:Medical_Imaging gptkb:Natural_Language_Processing |
| gptkbp:challenge |
Interpretability
Adversarial Examples Optimization Artifacts |
| gptkbp:field |
gptkb:artificial_intelligence
Deep Learning |
| gptkbp:goal |
Debug Neural Networks
Reveal What Activates Neurons Visualize Learned Features |
| https://www.w3.org/2000/01/rdf-schema#label |
Feature Visualization
|
| gptkbp:input |
Trained Neural Network
|
| gptkbp:method |
Gradient Ascent
Deconvolution Activation Maximization Class Activation Mapping Saliency Maps |
| gptkbp:notableWork |
Distill.pub Feature Visualization Article
Olah et al. 2017 |
| gptkbp:output |
Visual Representation of Features
|
| gptkbp:relatedTo |
gptkb:Explainable_AI
Model Interpretability Neural Network Visualization |
| gptkbp:usedFor |
Explaining Model Predictions
Interpreting Model Features Understanding Neural Networks |
| gptkbp:bfsParent |
gptkb:Distill
gptkb:Distill.pub |
| gptkbp:bfsLayer |
7
|