Adaptive Resolution Residual Networks -- Generalizing Across Resolutions Easily and Efficiently

Léa Demeule, Mahtab Sandhu, Glen Berseth

The majority of signal data captured in the real world uses numerous sensors with different resolutions. In practice, however, most deep learning architectures are fixed-resolution…