P-Guide: Parameter-Efficient Prior Steering for Single-Pass CFG Inference

Xin Peng, Ang Gao

Classifier-Free Guidance (CFG) is essential for high-fidelity conditional generation in flow matching, yet it imposes significant computational overhead by requiring dual forward p…