D5 · Seeing
Looking Inside a Vision Model
Read feature visualizations from early to late layers, and name what they cannot tell you.
After 2012, everyone had a network that worked, and nobody could say why. Matthew Zeiler and Rob Fergus decided to look. For each unit, they collected the nine image patches that excited it most. The nine looked alike. That was the discovery.