@article{freeswimrevisitingslidingwindowattention, title = {FreeSwim: Revisiting Sliding-Window Attention Mechanisms for Training-Free Ultra-High-Resolution Video Generation}, author = {Yunfeng Wu and Jiayi Song and Zhenxiong Tan and Zihao He and Songhua Liu}, year = {2025}, eprint = {2511.14712}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.14712}, }