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arXiv 2609.34563 · cs.CV · 2026-09-28

Rethinking Latent Visual Reasoning: Grounding Latent Reasoning in Visual Evidence

Xi Xiao, Tianchen Zhao, Youngeun Kim, Zhuowei Li, Linghan Xu, Jiaye Wu, Zheng Zhang, Xiang Xu and 5 more

Amazon

In latest · #36 Added on 2026-10-21

One-line takeaway

Shows latent visual reasoning tokens barely respond to image evidence and proposes grounding them in visual evidence during training.

指出潜空间视觉推理的 token 对图像证据不敏感,并提出把潜推理锚定到视觉证据上的训练方法。

224HF upvotes
47GitHub stars
0Citations (Semantic Scholar)
69.5Buzz 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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