category-conditioned

This paper introduces SpecDrop, a parameter-free category-conditioned routing scheme for modular networks, showing that on vision tasks it achieves competitive accuracy while on fuzzy language partitions it reduces to no-routing baselines, suggesting granularity alignment matters more than router design.