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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

Xin Wang

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Aug 2026

TeF-SAM: Prototype memory for medical lesion segmentation with text-free inference.

Experimental results show that TeF-SAM achieves competitive segmentation performance using only 1%-15% of the available paired reports and requires no text input during inference, and this work introduces Prototype-Driven Regional Lesion Detection (PRLD), which combines prototype-level semantic responses with multi-sca...

Jin-Xin Liang, Xiao-Ming Liu, Zhi-Yuan Zang et al. · 0 citations

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