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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Di Hu

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Jul 2026

Segmentation before Answering: Pixel Grounding for MLLM Visual Reasoning

This paper proposes SegAnswer, which shifts the unit of zoom-in from the popular bounding box to pixel-level segmentation mask, and demonstrates its capability for reliable pixel grounding.

Yake Wei, Yuan Wang, Fengyun Rao et al. · 0 citations

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