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SPARC: Single-Pass Scaling for Motion Forecasting with Conformal Bayesian Last Layers

arXiv cs.AI ↗ · 2026-08-24 Cached

SPARC introduces a Bayesian–conformal uncertainty layer for motion forecasting, achieving first rank in NLL and combined criteria with efficient, calibrated uncertainty estimates.

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