214 citations · 307 across the 2 of their papers we have counts for
2 papers
cs.LG2019★ 93 cited
Improving Robustness Without Sacrificing Accuracy with Patch Gaussian Augmentation
Raphael Gontijo Lopes, Dong Yin, Ben Poole +2
Deploying machine learning systems in the real world requires both high accuracy on clean data and robustness to naturally occurring corruptions. While architectural advances have…
cs.LG2017★ 214 cited
Data-Free Knowledge Distillation for Deep Neural Networks
Raphael Gontijo Lopes, Stefano Fenu, Thad Starner
Recent advances in model compression have provided procedures for compressing large neural networks to a fraction of their original size while retaining most if not all of their ac…