Dissertation
Dissertation on feature construction in vision models.
Science
Feature Inhibition
How inhibitory weights enable the construction of selective features.
Feature Accentuation
Image-seeded feature visualizations reveal what a feature sees in an image.
Optimizing for feature combinations
Activation maximization can also tell us what networks can and can’t represent.
Circuit Pruning
Automated circuit extraction in CNNs.
VISCNN
A tool for Visualizing Interpretable Subgraphs in CNNs.