CapField-OPD: Learning Continuous Capability Fields via Joint-Anchored Multi-Teacher On-Policy Distillation for Flow Models
CapField-OPD is introduced, an OPD framework that integrates multiple teachers into a continuous capability field through explicit capability coordinates and reliably invokes the desired capabilities under semantics-preserving prompt variations, and supports continuous capability control and coordinate-based test-time...