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News/On Asymmetric Optimization of Reasoning and Perception in Vision-Language Model Post-Training
arxiv
PublishedSeptember 3, 2026 at 4:00 AM

On Asymmetric Optimization of Reasoning and Perception in Vision-Language Model Post-Training

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arXiv:2605.29496v2 Announce Type: replace Abstract: Post-training has greatly improved reasoning in frontier vision-language models, yet its gains for perception remain comparatively limited, creating a bottleneck for end-to-end visual reasoning. To investigate this gap, we introduce a controlled di

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