@article{lsalocalizedsemanticalignmentforenhancin, title = {LSA: Localized Semantic Alignment for Enhancing Temporal Consistency in Traffic Video Generation}, author = {Mirlan Karimov and Teodora Spasojevic and Markus Braun and Julian Wiederer and Vasileios Belagiannis and Marc Pollefeys}, year = {2026}, eprint = {2602.05966}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.05966}, }