From Competition to Synergy: Unlocking Reinforcement Learning for Subject-Driven Image Generation

Ziwei Huang, Ying Shu, Hao Fang +5

Subject-driven image generation models face a fundamental trade-off between identity preservation (fidelity) and prompt adherence (editability). While online reinforcement learning…