Extracting Usable Predictions from Quantized Networks through Uncertainty Quantification for OOD Detection

Rishi Singhal, Srinath Srinivasan

OOD detection has become more pertinent with advances in network design and increased task complexity. Identifying which parts of the data a given network is misclassifying has bec…