@article{giftglobalirreplaceabilityframetargeting, title = {GIFT: Global Irreplaceability Frame Targeting for Efficient Video Understanding}, author = {Junpeng Ma and Sashuai Zhou and Guanghao Li and Xin Gao and Yue Cao and Hengyu Zeng and Yuxiang Yan and Zhibin Wang and Jun Song and Bo Zheng and Shanghang Zhang and Jian Pu}, year = {2026}, eprint = {2603.25072}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.25072}, }