Reinforcement Learning-driven Diffusion Models: Language, Vision, and Beyond.

arXiv:2610.21539v2 Announce Type: replace Abstract: Diffusion models (DMs) have steadily demonstrated outstanding performance in high-fidelity, controllable generation across diverse scenarios, following the "pretraining-finetuning" paradigm established in LLM