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arXiv 2610.12572 · cs.LG · 2026-10-08

DiffusionART: Efficient, Stable and Scalable Reinforcement of Diffusion Models

Zhenglin Wan, Jiayu Chen, Zhengfeiyang Zhang, Pengfei Zhou, Wangbo Zhao, Fangyuan Kong, Pengfei Wan, Kun Gai and 1 more

KlingAI Research

In latest · #24 2026-W42 #7 Added on 2026-10-21

One-line takeaway

DiffusionART aggregates rewards before tilting the objective, making online RL fine-tuning of diffusion models efficient and stable.

DiffusionART 先聚合奖励再微调扩散模型,在线强化学习更高效也更稳定。

325HF upvotes
154GitHub stars
0Citations (Semantic Scholar)
72.9Buzz score

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Metadata from the arXiv API (verified); upvotes from Hugging Face Daily Papers; citations from Semantic Scholar. Last refreshed 2026-10-22.

The takeaway is written by AIMap from the abstract; the abstract itself is not reproduced — read the original.

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