Cesar Roder

@cesar-roder · 1 works

Examines spurious correlations and robustness in deep neural network classifiers.

Recent posts by Cesar Roder

• Automated Background Swapping for Robustness against Spurious Backgrounds - Classifiers based on Deep Neural Networks exhibit strong performance across domains, yet can fail catastrophically if they rely on spurious correlations, i.e., features that are predictive of the… · Paper · arxiv.org