PruneVid: Visual Token Pruning for Efficient Video Large Language Models

20 December 2024

Papers citing "PruneVid: Visual Token Pruning for Efficient Video Large Language Models"

5 / 5 papers shown

Title
Generic Token Compression in Multimodal Large Language Models from an Explainability Perspective Lei Lei Jie Gu Xiaokang Ma Chu Tang Jingmin Chen Tong Xu 62 1 0 01 Jun 2025
HoliTom: Holistic Token Merging for Fast Video Large Language Models Kele Shao Keda Tao Can Qin Haoxuan You Yang Sui Huan Wang VLM 77 0 0 27 May 2025
Video-MMLU: A Massive Multi-Discipline Lecture Understanding Benchmark Enxin Song Wenhao Chai Weili Xu Jianwen Xie Yuxuan Liu Gaoang Wang 127 6 0 20 Apr 2025
Plug-and-Play 1.x-Bit KV Cache Quantization for Video Large Language Models Keda Tao Haoxuan You Yang Sui Can Qin Haoyu Wang VLM MQ 144 2 0 20 Mar 2025
FastVID: Dynamic Density Pruning for Fast Video Large Language Models Leqi Shen Guoqiang Gong Tao He Yifeng Zhang Pengzhang Liu Sicheng Zhao Guiguang Ding VLM 111 2 0 14 Mar 2025