An Underexplored Dilemma between Confidence and Calibration in Quantized Neural Networks

1 code implementation • NeurIPS Workshop ICBINB 2021 • Guoxuan Xia, Sangwon Ha, Tiago Azevedo, Partha Maji

We show that this robustness can be partially explained by the calibration behavior of modern CNNs, and may be improved with overconfidence.

Decision Making Quantization