Q-Frame: Query-aware Frame Selection and Multi-Resolution Adaptation for Video-LLMs

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Q-Frame: Query-aware Frame Selection and Multi-Resolution Adaptation for Video-LLMs

27 June 2025

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Papers citing "Q-Frame: Query-aware Frame Selection and Multi-Resolution Adaptation for Video-LLMs"

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Title
LAST: LeArning to Think in Space and Time for Generalist Vision-Language Models Shuai Wang D. Zhang Tianyi Bai Shitong Shao Jiebo Luo Jiaheng Wei VLM 64 0 0 24 Nov 2025
FOCUS: Efficient Keyframe Selection for Long Video Understanding Zirui Zhu Hailun Xu Yang Luo Yong Liu Kanchan Sarkar Zhenheng Yang Yang You 92 0 0 31 Oct 2025
LSVOS 2025 Challenge Report: Recent Advances in Complex Video Object Segmentation Chang Liu Henghui Ding Kaining Ying Lingyi Hong N. Xu ... Alexey Nekrasov Ali Athar Daan de Geus Alexander Hermans Bastian Leibe VOS 70 1 0 13 Oct 2025
A.I.R.: Enabling Adaptive, Iterative, and Reasoning-based Frame Selection For Video Question Answering Yuanhao Zou Shengji Jin Andong Deng Youpeng Zhao Jun Wang Chen Chen 64 0 0 06 Oct 2025
FrameOracle: Learning What to See and How Much to See in Videos Chaoyu Li Tianzhi Li Fei Tao Zhenyu Zhao Ziqian Wu Maozheng Zhao Juntong Song Cheng Niu Pooyan Fazli VLM 48 0 0 04 Oct 2025
AdaRD-key: Adaptive Relevance-Diversity Keyframe Sampling for Long-form Video understanding Xian Zhang Zexi Wu Zinuo Li Hongming Xu Luqi Gong F. Boussaïd Naoufel Werghi Mohammed Bennamoun VGen 60 0 0 03 Oct 2025
From Frames to Clips: Efficient Key Clip Selection for Long-Form Video Understanding Guangyu Sun Archit Singhal Burak Uzkent Mubarak Shah Chen Chen Garin Kessler CLIP VLM 95 0 0 02 Oct 2025
LOVE-R1: Advancing Long Video Understanding with an Adaptive Zoom-in Mechanism via Multi-Step Reasoning Shenghao Fu Q. Yang Yuan-Ming Li Xihan Wei Xiaohua Xie Wei-Shi Zheng LRM 108 3 0 29 Sep 2025
The 1st Solution for 7th LSVOS RVOS Track: SaSaSa2VA Quanzhu Niu Dengxian Gong Shihao Chen Tao Zhang Yikang Zhou Haobo Yuan Lu Qi Xiangtai Li Shilin Xu VOS 188 0 0 21 Sep 2025
Agentic Aerial Cinematography: From Dialogue Cues to Cinematic Trajectories Yifan Lin Sophie Ziyu Liu Ran Qi George Z. Xue Xinping Song Chao Qin Hugh H. T. Liu VGen 85 0 0 19 Sep 2025
Episodic Memory Representation for Long-form Video Understanding Yun Wang Long Zhang Jingren Liu Jiaqi Yan Zhanjie Zhang Jiahao Zheng Xun Yang Dapeng Wu Xiangyu Chen Xuelong Li 88 3 0 13 Aug 2025
Enhancing Long Video Question Answering with Scene-Localized Frame Grouping Xuyi Yang Wenhao Zhang Hongbo Jin Lin Liu Hongbo Xu Yongwei Nie Fei Richard Yu Fei Ma 124 1 0 05 Aug 2025
E-VRAG: Enhancing Long Video Understanding with Resource-Efficient Retrieval Augmented Generation Zeyu Xu J. Zhang Qiang Wang Y. Liu VLM 88 1 0 03 Aug 2025
StreamAgent: Towards Anticipatory Agents for Streaming Video Understanding Haolin Yang Feilong Tang Linxiao Zhao Xiang An Ming Hu ... Yifan Lu Xiaofeng Zhang Abdalla Swikir Junjun He Zongyuan Ge 207 1 0 03 Aug 2025