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Author

Shuai Hao

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2026

Cross-Domain Cooperative Fusion Network for Few-Shot Remote Sensing Imagery Segmentation

Few-shot semantic segmentation (FSSS) in remote sensing faces challenges due to limited annotated samples, significant domain shifts, and complex interclass variations. In this article, a cross-domain cooperative fusion network (CDCFNet) is proposed for few-shot remote sensing imagery segmentation across heterogeneous...

Hong-Yu Zhao, Yan-Qing Yao, Mao-Guo Gong et al. · 0 citations
Preprint Oct 2026

Plan-Bench: Can Existing VLMs Go Well Beyond Perception to Reason and Plan in Embodied Worlds?

Vision-Language Models (VLMs) have achieved strong performance in visual perception and spatial reasoning, leading to growing interest in using them as high-level planners for embodied AI. However, physical tasks require models to integrate spatial information, reason over temporal states, and generate multi-step plans...

Jun Feng, Qin-Gan Liu, Jing-Ru Dong et al. · 0 citations

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