Sepideh Esmaeilpour

Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Model CLIP

In an out-of-distribution (OOD) detection problem, samples of known classes (also called in-distribution classes) are used to train a special classifier. In testing, the classifier can (1) classify the test samples of known classes to their respective classes and also (2) detect samples that do not…