@article{lessismoredataefficientadaptationforcont, title = {Less is More: Data-Efficient Adaptation for Controllable Text-to-Video Generation}, author = {Shihan Cheng and Nilesh Kulkarni and David Hyde and Dmitriy Smirnov}, year = {2025}, eprint = {2511.17844}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.17844}, }