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2 Pith papers citing it

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cs.CV 1 cs.LG 1

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2026 2

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UNVERDICTED 2

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Heteroscedastic Diffusion for Multi-Agent Trajectory Modeling

cs.LG · 2026-05-11 · unverdicted · novelty 6.0

U2Diffine augments diffusion denoising with negative log-likelihood loss and first-order uncertainty propagation to jointly perform trajectory completion and provide per-state heteroscedastic uncertainty for multi-agent paths.

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  • Heteroscedastic Diffusion for Multi-Agent Trajectory Modeling cs.LG · 2026-05-11 · unverdicted · none · ref 57

    U2Diffine augments diffusion denoising with negative log-likelihood loss and first-order uncertainty propagation to jointly perform trajectory completion and provide per-state heteroscedastic uncertainty for multi-agent paths.