Similarity-Aware Token Pruning: Your VLM but Faster

14 March 2025

Papers citing "Similarity-Aware Token Pruning: Your VLM but Faster"

4 / 4 papers shown

Title
Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs Qizhe Zhang Mengzhen Liu Lichen Li Ming Lu Yuan Zhang Junwen Pan Qi She Shanghang Zhang VLM 112 0 0 12 Jun 2025
Video-MMLU: A Massive Multi-Discipline Lecture Understanding Benchmark Enxin Song Wenhao Chai Weili Xu Jianwen Xie Yuxuan Liu Gaoang Wang 122 6 0 20 Apr 2025
PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction Long Xing Qidong Huang Xiaoyi Dong Jiajie Lu Pan Zhang ... Yuhang Cao Zeang Sheng Jiaqi Wang Feng Wu Dahua Lin VLM 133 46 0 22 Oct 2024
Geometric Analysis of Reasoning Trajectories: A Phase Space Approach to Understanding Valid and Invalid Multi-Hop Reasoning in LLMs Javier Marin LRM 143 0 0 06 Oct 2024