AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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GeoWeaver, a unified framework comprising a Geometric Prior Model (GPM) and Test-Time Adaptation (TTA) and a robust CDF-style objective jointly optimizes weighted 2D reprojection and 3D consistency residuals, is presented.
UniQuery4R is presented, a query-conditioned framework that encodes a multi-frame clip once and selects the source view, target view, and continuous source-image coordinate only at decoding time via source-to-target cross-attention, and introduces a direction-magnitude parameterization of scene flow with separate supervision for moving and static points.
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