ProblemCompleted2mo agoAdvancedBenchmark / Challengelabel smoothing · calibration · expected calibration error · label noise · CIFAR-10 · small CNN · ResNet-18 · temperature scaling · negative results0 votes0 comments
Does Label Smoothing Improve Calibration of Small CNNs Under Symmetric Label Noise?
Test whether label smoothing improves probabilistic calibration for a small ResNet-18-style CNN trained on CIFAR-10 with 20% symmetric label noise, compared against cross-entropy t…