@article{lessredundancyboostingpracticalityofvisi, title = {Less Redundancy: Boosting Practicality of Vision Language Model in Walking Assistants}, author = {Chongyang Li and Zhiqiang Yuan and Hanbo Bi and Zexi Jia and Jinchao Zhang}, year = {2025}, eprint = {2508.16070}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.16070}, }