Unified Generation and Self-Verification for Vision-Language Models via Advantage Decoupled Preference Optimization

Xinyu Qiu, Heng Jia, Zhengwen Zeng +4

Parallel test-time scaling typically trains separate generation and verification models, incurring high training and inference costs. We propose Advantage Decoupled Preference Opti…