3

Adversarial Training against Location-Optimized Adversarial Patches

We show that location-optimization significantly strengthens adversarial patch attacks, and then show that adversarial training on these stronger attacks significantly improves robustness without reducing accuracy

Fast Dawid-Skene: A Fast Vote Aggregation Scheme for Sentiment Classification

Fast Dawid-Skene is a fast EM-based algorithm for vote aggregation that can be used for real-time sentiment annotation, providing significant speedup over Dawid-Skene and other fast EM methods while maintaining competitive accuracy performance.