Vaibhav Choudhary

LADDER: Language-Driven Slice Discovery and Error Rectification in Vision Classifiers

Slice discovery refers to identifying systematic biases in the mistakes of pre-trained vision models. Current slice discovery methods in computer vision rely on converting input images into sets of attributes and then testing hypotheses about configurations of these pre-computed attributes associate…