@article{fromdensepredictiontovisualeditingstruct, title = {From Dense Prediction to Visual Editing: Structured Supervision for Unified Image and Video Creation}, author = {Zhefan Rao and Bin Zou and Xuanhua He and Chong Hou Choi and Yanheng Li and Rui Liu and Haoxuan Che and Qifeng Chen}, year = {2026}, eprint = {2608.14740}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.14740}, }