Models Out of Line: A Fourier Lens on Distribution Shift Robustness

Sara Fridovich-Keil, Brian R. Bartoldson, James Diffenderfer +2

Improving the accuracy of deep neural networks (DNNs) on out-of-distribution (OOD) data is critical to an acceptance of deep learning (DL) in real world applications. It has been o…