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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

Jie Yang

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2 papers indexed here

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Preprint Oct 2026

Flow Matching Reinforcement for 3D Mesh Generation via Dynamic Homing Optimization

Flow matching is central to 3D generation, yet in practice its reinforcement learning (RL) methods are largely adapted from 2D visual generation. Representative DPO-, GRPO-, and NFT-style objectives, when applied to negative trajectories, mainly steer predicted velocities away from the corresponding directions without...

Zhen-Wu-Yong Zhou, Zhi-Wei Ning, Pu-Hua Jiang et al. · 0 citations
Open access Jul 2026

SAM-BoMu: Boundary-Aware Multi-Channel Fusion Network for Precise Polyp Segmentation.

Accurate localization and segmentation of colorectal polyps are of critical importance for the diagnosis and treatment of colorectal cancer. Given the high demand for precise polyp segmentation in this context, the Segment Anything Model (SAM) has recently demonstrated remarkable potential in the field of medical imagi...

Shengming Gu, Xiaomao Fan, Huiming Tu et al. · 0 citations

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