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Difflight: a partial rewards conditioned diffusion model for traffic signal control with missing data

1 Pith paper cite this work. Polarity classification is still indexing.

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cs.LG 1

years

2025 1

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UNVERDICTED 1

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Incomplete Data, Complete Dynamics: A Diffusion Approach

cs.LG · 2025-09-24 · unverdicted · novelty 5.0

A conditional diffusion model trained on partitioned incomplete samples for physical dynamics achieves asymptotic convergence to the true generative process under mild conditions and outperforms baselines in imputation.

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  • Incomplete Data, Complete Dynamics: A Diffusion Approach cs.LG · 2025-09-24 · unverdicted · none · ref 7

    A conditional diffusion model trained on partitioned incomplete samples for physical dynamics achieves asymptotic convergence to the true generative process under mild conditions and outperforms baselines in imputation.