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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

Zhi-Sen Lin

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Conference Aug 2026

Prioritising geometric saliency: rethinking point sampling as a discriminative mechanism for 3D point cloud learning

Point cloud representation learning heavily relies on input sampling, yet mainstream strategies like random sampling and farthest point sampling (FPS) prioritize spatial coverage over geometric saliency, often discarding discriminative edges and fine structures. To address this, we propose Geometry-Aware Sampling (GAS)...

Wen-Zhi Han, Ya-Meng Liu, Yiming Du et al. · 0 citations

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