Improved Robustness from Biologically Inspired Sparse Contrast Representations

Lorena Stracke, Lia Nimmermann, Shashank Agnihotri +3

Deep neural networks surpass humans on many vision benchmarks, yet remain far less robust to distribution shifts such as illumination and weather changes. Existing approaches addre…