Advances in GRPO for Generation Models: A Survey

Zexiang Liu, Xianglong He, Yangguang Li

Large-scale flow matching models have achieved strong performance across generative tasks such as text-to-image, video, 3D, and speech synthesis. However, aligning their outputs wi…