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Reconstruction

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RESEARCHarXiv CS.LG·5/4/2026

Learning physically grounded traffic accident reconstruction from public accident reports

This paper presents a method for traffic accident reconstruction from public reports and scene measurements, formulating it as a parameterized multimodal learning problem. Researchers created the CISS-REC dataset with 6,217 real-world cases and developed a framework that outperforms baselines in reconstruction fidelity, including accident point accuracy.

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