06964dce9addb1c5cb5d6e3d9838f733-Supplemental.pdf

Following the suggestion in [4], we doubled the weight decay parameter for WRN-28-8 to avoid overfitting. Error rates are reported on a single 250-label split from CIFAR-10. Thefirst row contains the most prototypical images of each class, while the bottom row contains the least prototypicalimages. On each step our batch contains 1024 labeled examples and 5120 unlabeled examples. OnCIFAR-100 with400labeled examples, it reduces the error rate from 49.95% to 40.14%, which is also lower than 44.28% of ReMixMatch.