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News/Visual Para-Thinker: Divide-and-Conquer Reasoning for Visual Comprehension
arxiv
PublishedMay 8, 2026 at 4:00 AM
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Visual Para-Thinker: Divide-and-Conquer Reasoning for Visual Comprehension

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arXiv:2602.13310v2 Announce Type: replace-cross Abstract: Existing LLM test-time scaling laws emphasize the emergence of self-reflective behaviors through extended reasoning length. Nevertheless, this vertical scaling strategy often encounters plateaus in exploration as the model becomes locked into

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