Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models

Adrien LeCoz, Houssem Ouertatani, Stéphane Herbin +1

Image classifiers should be used with caution in the real world. Performance evaluated on a validation set may not reflect performance in the real world. In particular, classifiers…