Task Relevance Is Not Local Replaceability: A Two-Axis View of Channel Information

Houman Safaai, Andrew T. Landau, Celia C. Beron +2

Channel importance in vision networks is usually summarized by a single score. That summary hides two different questions: how much a channel is related to the task, and whether it…