@article{beyondsinglesamplereliablemultisampledis, title = {Beyond Single-Sample: Reliable Multi-Sample Distillation for Video Understanding}, author = {Songlin Li and Xin Zhu and Zechao Guan and Peipeng Chen and Jian Yao}, year = {2026}, eprint = {2603.11423}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.11423}, }