Stillness is Redundant: Motion-Aware KV Cache Retrieval for Efficient Video Understanding.

@inproceedings{li-2026-stillness, author = {Jingru Li and Haowen Zheng}, editor = {Stevan Rudinac and Zi Huang and Marcel Worring and Lucia Vadicamo and Xirong Li and Pascal Mettes and Lizi Liao}, title = {{Stillness is Redundant: Motion-Aware KV Cache Retrieval for Efficient Video Understanding}}, booktitle = {{Proceedings of the 2026 International Conference on Multimedia Retrieval, ICMR 2026, Amsterdam, The Netherlands, June 16-19, 2026}}, pages = {1644--1652}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805622.3810837}, doi = {https://doi.org/10.1145/3805622.3810837} }