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arXiv19h ago
5.0

Decompose, Look, and Reason: Reinforced Latent Reasoning for VLMs

Mengdan Zhu, Senhao Cheng, Liang Zhao

View original ↗

Analysis

Viral velocity
low
Implementation gapYES
Novelty7/10
Categorypaper
Topics
multimodalreasoningvlm

Opportunity Brief

Build a lightweight plug-in for popular VLMs that performs recursive latent visual decomposition before answering queries. This would drastically improve accuracy on complex spatial and multi-step visual reasoning tasks.

Suggested repo: latent-look

"Stop guessing visual context—decompose, look, and reason."

Estimated effort: 40h