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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

Nancy Mehta

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Conference Open access Aug 2026

When Simplicity Wins: Bottleneck-Aware Context Modeling for Lightweight Semantic Segmentation

Extensive experiments demonstrate that SiConMo achieves a state-of-the-art accuracy-efficiency trade-off among lightweight semantic segmentation models, highlighting simplicity as a powerful design principle.

Mian Muhammad Naeem Abid, Nancy Mehta, Zong-Wei Wu et al. · 0 citations

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