reliability-routing

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#reliability-routing

Learning Where to Trust: Reliability-Guided Expert Routing and Velocity Gating for 3D Deformable Registration

arXiv cs.AI ↗ · 3d ago Cached

ReliMorph 提出一个可靠性引导的对称框架,将局部对应评估与空间专家路由及残差速度门控耦合,用于 3D 可变形医学图像配准,并在单模态和多模态任务上超越现有方法。

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#reliability-routing

When Should Forecasting Agents Reason? Behavioral Stress Tests for Reliability Routing

arXiv cs.AI ↗ · 2026-09-25 Cached

The paper investigates when forecasting agents should employ different behaviors like reasoning or retrieval, and introduces ReliabilityRoute, a method that routes agent mechanisms based on reliability features, demonstrating that optimal behavior is source-dependent and more reasoning isn't always better.

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