LLaMA-VID: An Image is Worth 2 Tokens in Large Language Models

28 November 2023

Papers citing "LLaMA-VID: An Image is Worth 2 Tokens in Large Language Models"

50 / 202 papers shown

Title
Vision and Intention Boost Large Language Model in Long-Term Action Anticipation Congqi Cao Lanshu Hu Yating Yu Y. Zhang VLM 42 0 0 03 May 2025
Zoomer: Adaptive Image Focus Optimization for Black-box MLLM Jiaxu Qian Chendong Wang Y. Yang Chaoyun Zhang Huiqiang Jiang ... Saravan Rajmohan Dongmei Zhang Y. Yang Qi Zhang Lili Qiu VLM 65 0 0 30 Apr 2025
FSBench: A Figure Skating Benchmark for Advancing Artistic Sports Understanding Rong Gao Xin Liu Zhuozhao Hu Bohao Xing Baiqiang Xia Zitong Yu H. Kalviainen 38 0 0 28 Apr 2025
Learning Streaming Video Representation via Multitask Training Yibin Yan Jilan Xu Shangzhe Di Yikun Liu Yudi Shi Qirui Chen Zeqian Li Yifei Huang Weidi Xie CLL 76 0 0 28 Apr 2025
A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms Chengkai Huang Hongtao Huang Tong Yu Kaige Xie Junda Wu Shuai Zhang Julian McAuley Dietmar Jannach Lina Yao LRM AI4CE 17 0 0 23 Apr 2025
DyMU: Dynamic Merging and Virtual Unmerging for Efficient VLMs Z. Wang Senthil Purushwalkam Caiming Xiong S. Heng Ji R. Xu 28 0 0 23 Apr 2025
MR. Video: "MapReduce" is the Principle for Long Video Understanding Ziqi Pang Yu-xiong Wang VLM 32 0 0 22 Apr 2025
IV-Bench: A Benchmark for Image-Grounded Video Perception and Reasoning in Multimodal LLMs David Ma Y. Zhang J. Ren Jarvis Guo Yifan Yao ... Shiwen Ni J. H. Liu Wenhao Huang Ge Zhang Xiaojie Jin VLM 32 0 0 21 Apr 2025
An LMM for Efficient Video Understanding via Reinforced Compression of Video Cubes Ji Qi Y. Yao Yushi Bai Bin Xu Juanzi Li Zhiyuan Liu Tat-Seng Chua 29 0 0 21 Apr 2025
Video-MMLU: A Massive Multi-Discipline Lecture Understanding Benchmark Enxin Song Wenhao Chai Weili Xu Jianwen Xie Yuxuan Liu Gaoang Wang 54 0 0 20 Apr 2025
VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models Haojian Huang Haodong Chen Shengqiong Wu Meng Luo Jinlan Fu Xinya Du H. Zhang Hao Fei AI4TS 58 0 0 17 Apr 2025
Self-alignment of Large Video Language Models with Refined Regularized Preference Optimization Pritam Sarkar Ali Etemad 22 0 0 16 Apr 2025
Leveraging multimodal explanatory annotations for video interpretation with Modality Specific Dataset Elisa Ancarani Julie Tores L. Sassatelli Rémy Sun Hui-Yin Wu F. Precioso 19 0 0 15 Apr 2025
Multimodal Long Video Modeling Based on Temporal Dynamic Context Haoran Hao Jiaming Han Yiyuan Zhang Xiangyu Yue 30 0 0 14 Apr 2025
Mavors: Multi-granularity Video Representation for Multimodal Large Language Model Yang Shi Jiaheng Liu Yushuo Guan Z. Wu Y. Zhang ... Bohan Zeng W. Zhang Fuzheng Zhang Wenjing Yang Di Zhang VGen VLM 63 0 0 14 Apr 2025
TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning Xingjian Zhang Siwei Wen Wenjun Wu Lei Huang LRM 21 1 0 13 Apr 2025
SF2T: Self-supervised Fragment Finetuning of Video-LLMs for Fine-Grained Understanding Yangliu Hu Zikai Song Na Feng Yawei Luo Junqing Yu Yi-Ping Phoebe Chen Wei Yang 30 0 0 10 Apr 2025
VideoExpert: Augmented LLM for Temporal-Sensitive Video Understanding Henghao Zhao Ge-Peng Ji Rui Yan Huan Xiong Zechao Li 16 0 0 10 Apr 2025
LVC: A Lightweight Compression Framework for Enhancing VLMs in Long Video Understanding Ziyi Wang Haoran Wu Yiming Rong Deyang Jiang Yixin Zhang Y. Zhao Shuang Xu Bo Xu VLM 41 0 0 09 Apr 2025
PaMi-VDPO: Mitigating Video Hallucinations by Prompt-Aware Multi-Instance Video Preference Learning Xinpeng Ding K. Zhang Jinahua Han Lanqing Hong Hang Xu X. Li MLLM VLM 66 0 0 08 Apr 2025
LEO-MINI: An Efficient Multimodal Large Language Model using Conditional Token Reduction and Mixture of Multi-Modal Experts Yimu Wang Mozhgan Nasr Azadani Sean Sedwards Krzysztof Czarnecki MLLM MoE 47 0 0 07 Apr 2025
Advancing Egocentric Video Question Answering with Multimodal Large Language Models Alkesh Patel Vibhav Chitalia Yinfei Yang 23 0 0 06 Apr 2025
VideoAgent2: Enhancing the LLM-Based Agent System for Long-Form Video Understanding by Uncertainty-Aware CoT Zhuo Zhi Qiangqiang Wu Minghe shen W. J. Li Yinchuan Li Kun Shao Kaiwen Zhou LLMAG 28 0 0 06 Apr 2025
Safety Modulation: Enhancing Safety in Reinforcement Learning through Cost-Modulated Rewards Hanping Zhang Yuhong Guo OffRL 26 0 0 03 Apr 2025
Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation Chuanqi Cheng Jian-Yu Guan Wei Yu Wu Rui Yan VLM 40 0 0 03 Apr 2025
Aligned Better, Listen Better for Audio-Visual Large Language Models Yuxin Guo Shuailei Ma Shijie Ma Xiaoyi Bao Chen-Wei Xie Kecheng Zheng Tingyu Weng Siyang Sun Yun Zheng Wei Zou MLLM AuLLM 58 2 0 02 Apr 2025
TimeSearch: Hierarchical Video Search with Spotlight and Reflection for Human-like Long Video Understanding Junwen Pan Rui Zhang Xin Wan Yuan Zhang Ming Lu Qi She VLM 36 1 0 02 Apr 2025
Q-Adapt: Adapting LMM for Visual Quality Assessment with Progressive Instruction Tuning Yiting Lu X. Li H. Wu Bingchen Li Weisi Lin Zhibo Chen 37 1 0 02 Apr 2025
AirCache: Activating Inter-modal Relevancy KV Cache Compression for Efficient Large Vision-Language Model Inference Kai Huang Hao Zou Bochen Wang Ye Xi Zhen Xie Hao Wang VLM 37 0 0 31 Mar 2025
OmniMMI: A Comprehensive Multi-modal Interaction Benchmark in Streaming Video Contexts Y. Wang Y. Wang Bo Chen Tong Wu Dongyan Zhao Zilong Zheng VLM MLLM 49 1 0 29 Mar 2025
Online Reasoning Video Segmentation with Just-in-Time Digital Twins Yiqing Shen Bohan Liu Chenjia Li Lalithkumar Seenivasan Mathias Unberath VOS 67 2 0 27 Mar 2025
BOLT: Boost Large Vision-Language Model Without Training for Long-form Video Understanding Shuming Liu Chen Zhao Tianqi Xu Bernard Ghanem VLM 69 0 0 27 Mar 2025
Mobile-VideoGPT: Fast and Accurate Video Understanding Language Model Abdelrahman M. Shaker Muhammad Maaz Chenhui Gou Hamid Rezatofighi Salman Khan F. Khan 44 0 0 27 Mar 2025
Video-R1: Reinforcing Video Reasoning in MLLMs Kaituo Feng Kaixiong Gong B. Li Zonghao Guo Yibing Wang Tianshuo Peng Benyou Wang Xiangyu Yue SyDa AI4TS LRM 46 13 0 27 Mar 2025
From Trial to Triumph: Advancing Long Video Understanding via Visual Context Sample Scaling and Self-reward Alignment Yucheng Suo Fan Ma Linchao Zhu T. Wang Fengyun Rao Yi Yang LRM 70 0 0 26 Mar 2025
Exploring Hallucination of Large Multimodal Models in Video Understanding: Benchmark, Analysis and Mitigation Hongcheng Gao Jiashu Qu Jingyi Tang Baolong Bi Y. Liu Hongyu Chen Li Liang Li Su Qingming Huang MLLM VLM LRM 72 3 0 25 Mar 2025
Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding Xiangrui Liu Yan Shu Zheng Liu Ao Li Yang Tian Bo Zhao VGen VLM 86 0 0 24 Mar 2025
TopV: Compatible Token Pruning with Inference Time Optimization for Fast and Low-Memory Multimodal Vision Language Model Cheng Yang Yang Sui Jinqi Xiao Lingyi Huang Yu Gong ... Jinghua Yan Y. Bai P. Sadayappan Xia Hu Bo Yuan VLM 49 0 0 24 Mar 2025
Breaking the Encoder Barrier for Seamless Video-Language Understanding Handong Li Yiyuan Zhang Longteng Guo Xiangyu Yue Jing Liu VLM 67 0 0 24 Mar 2025
PVChat: Personalized Video Chat with One-Shot Learning Yufei Shi Weilong Yan Gang Xu Yumeng Li Y. Li Z. Li Fei Richard Yu Ming Li Si Yong Yeo 38 0 0 21 Mar 2025
MASH-VLM: Mitigating Action-Scene Hallucination in Video-LLMs through Disentangled Spatial-Temporal Representations Kyungho Bae Jinhyung Kim Sihaeng Lee Soonyoung Lee G. Lee Jinwoo Choi 62 1 0 20 Mar 2025
Plug-and-Play 1.x-Bit KV Cache Quantization for Video Large Language Models Keda Tao Haoxuan You Yang Sui Can Qin H. Wang VLM MQ 79 0 0 20 Mar 2025
GenM $^3$ : Generative Pretrained Multi-path Motion Model for Text Conditional Human Motion Generation Junyu Shi Lijiang Liu Yong Sun Zhiyuan Zhang Jinni Zhou Qiang Nie 50 0 0 19 Mar 2025
Efficient Motion-Aware Video MLLM Zijia Zhao Yuqi Huo Tongtian Yue Longteng Guo Haoyu Lu B. Wang Weipeng Chen J. Liu 50 0 0 17 Mar 2025
Logic-in-Frames: Dynamic Keyframe Search via Visual Semantic-Logical Verification for Long Video Understanding Weiyu Guo Ziyang Chen Shaoguang Wang JianXiang He Yijie Xu Jinhui Ye Ying Sun Hui Xiong 42 1 0 17 Mar 2025
Does Your Vision-Language Model Get Lost in the Long Video Sampling Dilemma? Tianyuan Qu Longxiang Tang Bohao Peng Senqiao Yang Bei Yu Jiaya Jia VLM 57 0 0 16 Mar 2025
Similarity-Aware Token Pruning: Your VLM but Faster Ahmadreza Jeddi Negin Baghbanzadeh Elham Dolatabadi Babak Taati 3DV VLM 50 1 0 14 Mar 2025
LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents Boyu Chen Zhengrong Yue Siran Chen Z. Wang Yang Liu Peng Li Y. Wang VLM 61 0 0 13 Mar 2025
TIME: Temporal-sensitive Multi-dimensional Instruction Tuning and Benchmarking for Video-LLMs Yunxiao Wang Meng Liu Rui Shao Haoyu Zhang Bin Wen Fan Yang Tingting Gao Di Zhang Liqiang Nie 54 1 0 13 Mar 2025
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering Md. Mohaiminul Islam Tushar Nagarajan Huiyu Wang Gedas Bertasius Lorenzo Torresani 50 0 0 12 Mar 2025