Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering

30 April 2025

Papers citing "Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering"

6 / 6 papers shown

Title
FrameFusion: Combining Similarity and Importance for Video Token Reduction on Large Visual Language Models Tianyu Fu Tengxuan Liu Qinghao Han Guohao Dai Shengen Yan H. Yang Xuefei Ning Yu Wang 42 7 0 30 Dec 2024
ZipVL: Efficient Large Vision-Language Models with Dynamic Token Sparsification and KV Cache Compression Yefei He Feng Chen Jing Liu Wenqi Shao Hong Zhou Kai Zhang Bohan Zhuang VLM 77 13 0 11 Oct 2024
Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis Chaoyou Fu Yuhan Dai Yondong Luo Lei Li Shuhuai Ren ... Xiawu Zheng Enhong Chen Caifeng Shan Xing Sun Xing Sun VLM MLLM 116 379 0 31 May 2024
EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding K. Mangalam Raiymbek Akshulakov Jitendra Malik 81 287 0 17 Aug 2023
mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality Qinghao Ye Haiyang Xu Guohai Xu Jiabo Ye Ming Yan ... Junfeng Tian Qiang Qi Ji Zhang Feiyan Huang Jingren Zhou VLM MLLM 273 948 0 27 Apr 2023
Token Merging: Your ViT But Faster Daniel Bolya Cheng-Yang Fu Xiaoliang Dai Peizhao Zhang Christoph Feichtenhofer Judy Hoffman MoMe 95 454 0 17 Oct 2022