Monkey: Image Resolution and Text Label Are Important Things for Large Multi-modal Models

11 November 2023

Yuliang Liu

Papers citing "Monkey: Image Resolution and Text Label Are Important Things for Large Multi-modal Models"

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Title
What matters when building vision-language models? Hugo Laurençon Léo Tronchon Matthieu Cord Victor Sanh VLM 30 155 0 03 May 2024
VimTS: A Unified Video and Image Text Spotter for Enhancing the Cross-domain Generalization Yuliang Liu Mingxin Huang Hao Yan Linger Deng Weijia Wu Hao Lu Chunhua Shen Lianwen Jin Xiang Bai 25 0 0 30 Apr 2024
How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites Zhe Chen Weiyun Wang Hao Tian Shenglong Ye Zhangwei Gao ... Tong Lu Dahua Lin Yu Qiao Jifeng Dai Wenhai Wang MLLM VLM 49 513 0 25 Apr 2024
Interpreting COVID Lateral Flow Tests' Results with Foundation Models Stuti Pandey Josh Myers-Dean Jarek Reynolds Danna Gurari 26 0 0 21 Apr 2024
TextSquare: Scaling up Text-Centric Visual Instruction Tuning Jingqun Tang Chunhui Lin Zhen Zhao Shubo Wei Binghong Wu ... Yuliang Liu Hao Liu Yuan Xie Xiang Bai Can Huang LRM VLM MLLM 61 28 0 19 Apr 2024
Look Before You Decide: Prompting Active Deduction of MLLMs for Assumptive Reasoning Yian Li Wentao Tian Yang Jiao Jingjing Chen Yueping Jiang Bin Zhu Na Zhao Yu-Gang Jiang LRM 35 9 0 19 Apr 2024
TextCoT: Zoom In for Enhanced Multimodal Text-Rich Image Understanding Bozhi Luan Hao Feng Hong Chen Yonghui Wang Wen-gang Zhou Houqiang Li MLLM 24 10 0 15 Apr 2024
TextHawk: Exploring Efficient Fine-Grained Perception of Multimodal Large Language Models Ya-Qi Yu Minghui Liao Jihao Wu Yongxin Liao Xiaoyu Zheng Wei Zeng VLM 19 15 0 14 Apr 2024
HRVDA: High-Resolution Visual Document Assistant Chaohu Liu Kun Yin Haoyu Cao Xinghua Jiang Xin Li Yinsong Liu Deqiang Jiang Xing Sun Linli Xu VLM 35 23 0 10 Apr 2024
InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD Xiao-wen Dong Pan Zhang Yuhang Zang Yuhang Cao Bin Wang ... Xingcheng Zhang Jifeng Dai Yuxin Qiao Dahua Lin Jiaqi Wang VLM MLLM 31 111 0 09 Apr 2024
Ferret-UI: Grounded Mobile UI Understanding with Multimodal LLMs Keen You Haotian Zhang E. Schoop Floris Weers Amanda Swearngin Jeffrey Nichols Yinfei Yang Zhe Gan MLLM 39 82 0 08 Apr 2024
Are We on the Right Way for Evaluating Large Vision-Language Models? Lin Chen Jinsong Li Xiao-wen Dong Pan Zhang Yuhang Zang ... Haodong Duan Jiaqi Wang Yu Qiao Dahua Lin Feng Zhao VLM 61 216 0 29 Mar 2024
Chain-of-Spot: Interactive Reasoning Improves Large Vision-Language Models Zuyan Liu Yuhao Dong Yongming Rao Jie Zhou Jiwen Lu LRM 17 12 0 19 Mar 2024
mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding Anwen Hu Haiyang Xu Jiabo Ye Mingshi Yan Liang Zhang ... Chen Li Ji Zhang Qin Jin Fei Huang Jingren Zhou VLM 45 104 0 19 Mar 2024
LLaVA-UHD: an LMM Perceiving Any Aspect Ratio and High-Resolution Images Ruyi Xu Yuan Yao Zonghao Guo Junbo Cui Zanlin Ni Chunjiang Ge Tat-Seng Chua Zhiyuan Liu Maosong Sun Gao Huang VLM MLLM 21 102 0 18 Mar 2024
MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training Brandon McKinzie Zhe Gan J. Fauconnier Sam Dodge Bowen Zhang ... Zirui Wang Ruoming Pang Peter Grasch Alexander Toshev Yinfei Yang MLLM 27 185 0 14 Mar 2024
Griffon v2: Advancing Multimodal Perception with High-Resolution Scaling and Visual-Language Co-Referring Yufei Zhan Yousong Zhu Hongyin Zhao Fan Yang Ming Tang Jinqiao Wang ObjD 31 12 0 14 Mar 2024
Large Language Models and Causal Inference in Collaboration: A Survey Xiaoyu Liu Paiheng Xu Junda Wu Jiaxin Yuan Yifan Yang ... Haoliang Wang Tong Yu Julian McAuley Wei Ai Furong Huang ELM LRM 72 35 0 14 Mar 2024
An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models Liang Chen Haozhe Zhao Tianyu Liu Shuai Bai Junyang Lin Chang Zhou Baobao Chang MLLM VLM 48 114 0 11 Mar 2024
CAT: Enhancing Multimodal Large Language Model to Answer Questions in Dynamic Audio-Visual Scenarios Qilang Ye Zitong Yu Rui Shao Xinyu Xie Philip H. S. Torr Xiaochun Cao MLLM 33 24 0 07 Mar 2024
TextMonkey: An OCR-Free Large Multimodal Model for Understanding Document Yuliang Liu Biao Yang Qiang Liu Zhang Li Zhiyin Ma Shuo Zhang Xiang Bai MLLM VLM 36 87 0 07 Mar 2024
Android in the Zoo: Chain-of-Action-Thought for GUI Agents Jiwen Zhang Jihao Wu Yihua Teng Minghui Liao Nuo Xu Xiao Xiao Zhongyu Wei Duyu Tang LLMAG LM&Ro 27 50 0 05 Mar 2024
RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis Yao Mu Junting Chen Qinglong Zhang Shoufa Chen Qiaojun Yu ... Wenhai Wang Jifeng Dai Yu Qiao Mingyu Ding Ping Luo 37 20 0 25 Feb 2024
DualFocus: Integrating Macro and Micro Perspectives in Multi-modal Large Language Models Yuhang Cao Pan Zhang Xiao-wen Dong Dahua Lin Jiaqi Wang 32 10 0 22 Feb 2024
Uncertainty-Aware Evaluation for Vision-Language Models Vasily Kostumov Bulat Nutfullin Oleg Pilipenko Eugene Ilyushin ELM 40 7 0 22 Feb 2024
The Revolution of Multimodal Large Language Models: A Survey Davide Caffagni Federico Cocchi Luca Barsellotti Nicholas Moratelli Sara Sarto Lorenzo Baraldi Lorenzo Baraldi Marcella Cornia Rita Cucchiara LRM VLM 46 41 0 19 Feb 2024
ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning Renqiu Xia Bo-Wen Zhang Hancheng Ye Xiangchao Yan Qi Liu ... Min Dou Botian Shi Junchi Yan Junchi Yan Yu Qiao LRM 53 52 0 19 Feb 2024
CoLLaVO: Crayon Large Language and Vision mOdel Byung-Kwan Lee Beomchan Park Chae Won Kim Yonghyun Ro VLM MLLM 19 16 0 17 Feb 2024
ScreenAgent: A Vision Language Model-driven Computer Control Agent Runliang Niu Jindong Li Shiqi Wang Yali Fu Xiyu Hu Xueyuan Leng He Kong Yi Chang Qi Wang LLMAG MLLM LM&Ro 55 37 0 09 Feb 2024
A Survey on Hallucination in Large Vision-Language Models Hanchao Liu Wenyuan Xue Yifei Chen Dapeng Chen Xiutian Zhao Ke Wang Liping Hou Rong-Zhi Li Wei Peng LRM MLLM 14 110 0 01 Feb 2024
MouSi: Poly-Visual-Expert Vision-Language Models Xiaoran Fan Tao Ji Changhao Jiang Shuo Li Senjie Jin ... Qi Zhang Xipeng Qiu Xuanjing Huang Zuxuan Wu Yunchun Jiang VLM 21 16 0 30 Jan 2024
InternLM-XComposer2: Mastering Free-form Text-Image Composition and Comprehension in Vision-Language Large Model Xiao-wen Dong Pan Zhang Yuhang Zang Yuhang Cao Bin Wang ... Conghui He Xingcheng Zhang Yu Qiao Dahua Lin Jiaqi Wang VLM MLLM 76 242 0 29 Jan 2024
MM-LLMs: Recent Advances in MultiModal Large Language Models Duzhen Zhang Yahan Yu Jiahua Dong Chenxing Li Dan Su Chenhui Chu Dong Yu OffRL LRM 37 173 0 24 Jan 2024
InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks Zhe Chen Jiannan Wu Wenhai Wang Weijie Su Guo Chen ... Bin Li Ping Luo Tong Lu Yu Qiao Jifeng Dai VLM MLLM 156 895 0 21 Dec 2023
X-Dreamer: Creating High-quality 3D Content by Bridging the Domain Gap Between Text-to-2D and Text-to-3D Generation Yiwei Ma Yijun Fan Jiayi Ji Haowei Wang Xiaoshuai Sun Guannan Jiang Annan Shu Rongrong Ji 14 7 0 30 Nov 2023
Towards Improving Document Understanding: An Exploration on Text-Grounding via MLLMs Yonghui Wang Wen-gang Zhou Hao Feng Keyi Zhou Houqiang Li 50 18 0 22 Nov 2023
DocPedia: Unleashing the Power of Large Multimodal Model in the Frequency Domain for Versatile Document Understanding Hao Feng Qi Liu Hao Liu Wen-gang Zhou Houqiang Li Can Huang VLM 20 58 0 20 Nov 2023
mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration Qinghao Ye Haiyang Xu Jiabo Ye Mingshi Yan Anwen Hu Haowei Liu Qi Qian Ji Zhang Fei Huang Jingren Zhou MLLM VLM 116 367 0 07 Nov 2023
Woodpecker: Hallucination Correction for Multimodal Large Language Models Shukang Yin Chaoyou Fu Sirui Zhao Tong Bill Xu Hao Wang Dianbo Sui Yunhang Shen Ke Li Xingguo Sun Enhong Chen VLM MLLM 30 112 0 24 Oct 2023
Kosmos-2.5: A Multimodal Literate Model Tengchao Lv Yupan Huang Jingye Chen Lei Cui Shuming Ma ... Weiyao Luo Shaoxiang Wu Guoxin Wang Cha Zhang Furu Wei VLM MLLM 21 63 0 20 Sep 2023
MMBench: Is Your Multi-modal Model an All-around Player? Yuanzhan Liu Haodong Duan Yuanhan Zhang Bo-wen Li Songyang Zhang ... Jiaqi Wang Conghui He Ziwei Liu Kai-xiang Chen Dahua Lin 19 898 0 12 Jul 2023
A Survey on Multimodal Large Language Models Shukang Yin Chaoyou Fu Sirui Zhao Ke Li Xing Sun Tong Bill Xu Enhong Chen MLLM LRM 33 551 0 23 Jun 2023
On the Hidden Mystery of OCR in Large Multimodal Models Yuliang Liu Zhang Li Mingxin Huang Chunyuan Li Dezhi Peng Mingyu Liu Lianwen Jin Xiang Bai VLM MLLM 18 47 0 13 May 2023
A Survey on Segment Anything Model (SAM): Vision Foundation Model Meets Prompt Engineering Chaoning Zhang Fachrina Dewi Puspitasari Sheng Zheng Chenghao Li Yu Qiao ... Caiyan Qin François Rameau Lik-Hang Lee Sung-Ho Bae Choong Seon Hong VLM 76 61 0 12 May 2023
LMEye: An Interactive Perception Network for Large Language Models Yunxin Li Baotian Hu Xinyu Chen Lin Ma Yong-mei Xu M. Zhang MLLM VLM 25 24 0 05 May 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 203 883 0 27 Apr 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 244 4,186 0 30 Jan 2023
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding Kenton Lee Mandar Joshi Iulia Turc Hexiang Hu Fangyu Liu Julian Martin Eisenschlos Urvashi Khandelwal Peter Shaw Ming-Wei Chang Kristina Toutanova CLIP VLM 154 259 0 07 Oct 2022
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark A. Kalyan ELM ReLM LRM 207 1,089 0 20 Sep 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 385 4,010 0 28 Jan 2022