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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Lei Zhong

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Open access Aug 2026

Infrared and Visible Image Fusion via Style-Based Recalibration and Edge Enhancement

A lightweight end-to-end IVIF network with two complementary refinement modules that achieves the best or tied-best value on three of seven standard fusion-quality metrics on FMB and four of seven on LLVIP, and ablation results further confirm the complementary effects of MSG and DGM.

Wenhua Zhao, Lei Zhong · 0 citations
Preprint Aug 2026

LifePlanner: Evaluating LLM Agents for Geo-spatial Planning with Social Media Data

Results show that failures mainly stem from incomplete evidence acquisition from such a large multimodal database, imprecise tool use and weak constraint integration rather than model size or reasoning length, suggesting that future progress requires effective grounded planning instead of scaling alone.

Zhen Dong, Yuning Peng, Yu-Tao Shi et al. · 0 citations

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