VideoChat: Chat-Centric Video Understanding

10 May 2023

Yi Wang

Ping Luo

Yu Qiao

Papers citing "VideoChat: Chat-Centric Video Understanding"

50 / 423 papers shown

Title
EchoInk-R1: Exploring Audio-Visual Reasoning in Multimodal LLMs via Reinforcement Learning Zhenghao Xing Xiaowei Hu Chi-Wing Fu W. Wang Jifeng Dai Pheng-Ann Heng MLLM OffRL VLM LRM 47 0 0 07 May 2025
"I Can See Forever!": Evaluating Real-time VideoLLMs for Assisting Individuals with Visual Impairments Z. Zhang Zhen Sun Z. Zhang Zifan Peng Yuemeng Zhao Z. Wang Zeren Luo Ruiting Zuo Xinlei He 38 0 0 07 May 2025
RTV-Bench: Benchmarking MLLM Continuous Perception, Understanding and Reasoning through Real-Time Video Shuhang Xun Sicheng Tao J. Li Yibo Shi Zhixin Lin ... Shikang Wang Y. Liu H. Zhang Ying Ma Xuming Hu VLM LRM 41 0 0 04 May 2025
Enhancing the Learning Experience: Using Vision-Language Models to Generate Questions for Educational Videos Markos Stamatakis Joshua Berger Christian Wartena Ralph Ewerth Anett Hoppe AI4Ed 37 0 0 03 May 2025
VideoHallu: Evaluating and Mitigating Multi-modal Hallucinations for Synthetic Videos Zongxia Li Xiyang Wu Yubin Qin Guangyao Shi Hongyang Du Dinesh Manocha Tianyi Zhou Jordan Boyd-Graber MLLM 41 0 0 02 May 2025
AdCare-VLM: Leveraging Large Vision Language Model (LVLM) to Monitor Long-Term Medication Adherence and Care Md Asaduzzaman Jabin Hanqi Jiang Y. Li Patrick Kaggwa Eugene Douglass Juliet N. Sekandi Tianming Liu LM&MA 69 0 0 01 May 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 22 0 0 23 Apr 2025
MR. Video: "MapReduce" is the Principle for Long Video Understanding Ziqi Pang Yu-xiong Wang VLM 34 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 35 0 0 21 Apr 2025
ResNetVLLM -- Multi-modal Vision LLM for the Video Understanding Task Ahmad Khalil Mahmoud Khalil A. Ngom VLM 36 1 0 20 Apr 2025
ResNetVLLM-2: Addressing ResNetVLLM's Multi-Modal Hallucinations Ahmad Khalil Mahmoud Khalil A. Ngom MLLM VLM 38 0 0 20 Apr 2025
Grounding-MD: Grounded Video-language Pre-training for Open-World Moment Detection Weijun Zhuang Qizhang Li Xin Li Ming-Yu Liu Xiaopeng Hong Feng Gao Fan Yang W. Zuo 30 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 73 0 0 17 Apr 2025
Self-alignment of Large Video Language Models with Refined Regularized Preference Optimization Pritam Sarkar Ali Etemad 25 0 0 16 Apr 2025
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Jinguo Zhu Weiyun Wang Zhe Chen Z. Liu Shenglong Ye ... D. Lin Yu Qiao Jifeng Dai Wenhai Wang W. Wang MLLM VLM 66 7 1 14 Apr 2025
Multimodal Long Video Modeling Based on Temporal Dynamic Context Haoran Hao Jiaming Han Yiyuan Zhang Xiangyu Yue 32 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 65 0 0 14 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 33 0 0 10 Apr 2025
How Can Objects Help Video-Language Understanding? Zitian Tang Shijie Wang Junho Cho Jaewook Yoo Chen Sun 40 0 0 10 Apr 2025
Memory-efficient Streaming VideoLLMs for Real-time Procedural Video Understanding Dibyadip Chatterjee Edoardo Remelli Yale Song Bugra Tekin Abhay Mittal ... Shreyas Hampali Eric Sauser Shugao Ma Angela Yao Fadime Sener VLM 35 0 0 10 Apr 2025
VideoChat-R1: Enhancing Spatio-Temporal Perception via Reinforcement Fine-Tuning Xinhao Li Ziang Yan Desen Meng Lu Dong Xiangyu Zeng Yinan He Y. Wang Yu Qiao Yi Wang Limin Wang VLM AI4TS LRM 36 2 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 88 0 0 08 Apr 2025
REEF: Relevance-Aware and Efficient LLM Adapter for Video Understanding Sakib Reza Xiyun Song Heather Yu Zongfang Lin Mohsen Moghaddam Octavia Camps 23 0 0 07 Apr 2025
Caption Anything in Video: Fine-grained Object-centric Captioning via Spatiotemporal Multimodal Prompting Yunlong Tang Jing Bi Chao Huang Susan Liang Daiki Shimada ... Jinxi He Liu He Zeliang Zhang Jiebo Luo Chenliang Xu 34 0 0 07 Apr 2025
REVEAL: Relation-based Video Representation Learning for Video-Question-Answering Sofian Chaybouti Walid Bousselham Moritz Wolter Hilde Kuehne 47 0 0 07 Apr 2025
Window Token Concatenation for Efficient Visual Large Language Models Yifan Li Wentao Bao Botao Ye Zhen Tan Tianlong Chen Huan Liu Yu Kong VLM 39 0 0 05 Apr 2025
Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation Chuanqi Cheng Jian-Yu Guan Wei Yu Wu Rui Yan VLM 45 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
Slow-Fast Architecture for Video Multi-Modal Large Language Models Min Shi Shihao Wang Chieh-Yun Chen Jitesh Jain Kai Wang Junjun Xiong Guilin Liu Zhiding Yu Humphrey Shi 31 1 0 02 Apr 2025
STI-Bench: Are MLLMs Ready for Precise Spatial-Temporal World Understanding? Y. Li Y. Zhang Tao Lin Xiangrui Liu Wenxiao Cai Zheng Liu Bo Zhao LRM 56 0 0 31 Mar 2025
Vision-to-Music Generation: A Survey Zhaokai Wang Chenxi Bao Le Zhuo Jingrui Han Yang Yue Yihong Tang Victor Shea-Jay Huang Yue Liao EGVM VGen 74 1 0 27 Mar 2025
Fine-Grained Evaluation of Large Vision-Language Models in Autonomous Driving Yue Li Meng Tian Zhenyu Lin Jiangtong Zhu Dechang Zhu Haiqiang Liu Zining Wang Yueyi Zhang Zhiwei Xiong Xinhai Zhao CoGe VLM 78 1 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 58 0 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
Feature4X: Bridging Any Monocular Video to 4D Agentic AI with Versatile Gaussian Feature Fields Shijie Zhou Hui Ren Yijia Weng Shuwang Zhang Zhen Wang ... Zhiwen Fan Suya You Z. Wang Leonidas J. Guibas A. Kadambi VGen 3DGS 83 0 0 26 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 72 0 0 26 Mar 2025
Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector Xiao Guo Xiufeng Song Yue Zhang Xiaohong Liu X. Liu 56 1 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 83 3 0 25 Mar 2025
Unbiasing through Textual Descriptions: Mitigating Representation Bias in Video Benchmarks Nina Shvetsova Arsha Nagrani Bernt Schiele Hilde Kuehne Christian Rupprecht 42 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 72 0 0 24 Mar 2025
SlowFast-LLaVA-1.5: A Family of Token-Efficient Video Large Language Models for Long-Form Video Understanding Mingze Xu Mingfei Gao Shiyu Li Jiasen Lu Zhe Gan Zhengfeng Lai Meng Cao Kai Kang Y. Yang Afshin Dehghan 51 1 0 24 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
4D-Bench: Benchmarking Multi-modal Large Language Models for 4D Object Understanding Wenxuan Zhu Bing Li Cheng Zheng Jinjie Mai Jun-Cheng Chen ... Abdullah Hamdi Sara Rojas Martinez Chia-Wen Lin Mohamed Elhoseiny Bernard Ghanem VLM 48 0 0 22 Mar 2025
CountLLM: Towards Generalizable Repetitive Action Counting via Large Language Model Ziyu Yao Xuxin Cheng Zhiqi Huang Lei Li 55 0 0 22 Mar 2025
DocVideoQA: Towards Comprehensive Understanding of Document-Centric Videos through Question Answering H. Wang Kai Hu Liangcai Gao 85 0 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 84 0 0 20 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
Neuro Symbolic Knowledge Reasoning for Procedural Video Question Answering Thanh-Son Nguyen Hong Yang Tzeh Yuan Neoh Hao Zhang Ee Yeo Keat Basura Fernando NAI 54 0 0 19 Mar 2025
MusicInfuser: Making Video Diffusion Listen and Dance Susung Hong Ira Kemelmacher-Shlizerman Brian L. Curless Steven M. Seitz VGen 45 0 0 18 Mar 2025