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arXiv 2609.38426 · cs.CV · 2026-09-29

LoopVL: Recurrent Visual Intelligence

Zhe Qian, Ziyang Gong, Zhongxing Xu, Hehan Li, Zhonghua Wang, Hanmeng Liu, Liwei Qian, Xin Pei and 8 more

Renmin University of China

In latest · #13 2026-W40 #5 Added on 2026-10-21

One-line takeaway

LoopVL brings looped (recurrent) Transformers to vision-language models, iteratively refining a shared vision-language state.

LoopVL 把循环 Transformer 扩展到视觉语言模型,在多次循环中反复更新视觉-语言状态。

417HF upvotes
261GitHub stars
0Citations (Semantic Scholar)
75.9Buzz score

Read on arXiv PDF Hugging Face discussion Code Project page

About this data

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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