Deephys: Deep Electrophysiology, Debugging Neural Networks under Distribution Shifts

Anirban Sarkar, Matthew Groth, Ian Mason +2

Deep Neural Networks (DNNs) often fail in out-of-distribution scenarios. In this paper, we introduce a tool to visualize and understand such failures. We draw inspiration from conc…