Jake Thomas Touchet

Automated Detection of Visual Attribute Reliance with a Self-Reflective Agent

When a vision model performs image recognition, which visual attributes drive its predictions? Detecting unintended reliance on specific visual features is critical for ensuring model robustness, preventing overfitting, and avoiding spurious correlations. We introduce an automated framework for dete…