@article{kbdmgenknowledgebasedglobalguidanceanddy, title = {KB-DMGen: Knowledge-Based Global Guidance and Dynamic Pose Masking for Human Image Generation}, author = {Shibang Liu and Xuemei Xie and Guangming Shi}, year = {2025}, eprint = {2507.20083}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.20083}, }