Reinforcement Learning-driven Diffusion Models: Language, Vision, and Beyond.
Diffusion models (DMs) have steadily demonstrated outstanding performance in high-fidelity, controllable generation across diverse scenarios, following the "pretraining-finetuning" paradigm established in LLMs. Despite these advances, conventional DMs still face critical limitations in sophisticated reasoning, autonomo...
Zhi-Yuan Ma, Jia-Bao Wei, Tian-Yu Wang et al.
· IEEE Transactions on Pattern... · 0 citations