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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Guan-Tao Zhang

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Preprint Aug 2026

Beyond Similarity Matching: Structured Reasoning for Open-Vocabulary Referring Segmentation in 3DGS

Open-vocabulary referring segmentation in 3D Gaussian Splatting (3DGS) requires a neural model to select Gaussian primitives according to free-form language expressions. Existing 3DGS-based methods usually rely on global text-region similarity, which is weak for queries involving attributes, reference objects, spatial...

Yi-Zhao Wang, Xin-fa Wang, Jing-Bo Wang et al. · 0 citations
Preprint Aug 2026

Fusion-Aware Direct 3D Gaussian Generation with Structured Patch Latent Flows

Class-guided 3D object generation is important for intelligent content creation, virtual environments, and digital asset design. Although 3D Gaussian Splatting (3DGS) offers an explicit and render-efficient representation, directly generating 3D Gaussian objects is difficult because Gaussian primitives are unordered, v...

Yi-Zhao Wang, Jing-Bo Wang, Guan-Tao Zhang · 0 citations

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