Title
TDRI: Two-Phase Dialogue Refinement and Co-Adaptation for Interactive Image Generation Yuheng Feng Jianhui Wang Kun Li Sida Li Tianyu Shi Haoyue Han Miao Zhang Xueqian Wang DiffM 50 0 0 22 Mar 2025
From Head to Tail: Towards Balanced Representation in Large Vision-Language Models through Adaptive Data Calibration Mingyang Song Xiaoye Qu Jiawei Zhou Yu-Xi Cheng VLM 48 1 0 17 Mar 2025
MM-Spatial: Exploring 3D Spatial Understanding in Multimodal LLMs Erik Daxberger Nina Wenzel David Griffiths Haiming Gang Justin Lazarow ... Kai Kang Marcin Eichner Y. Yang Afshin Dehghan Peter Grasch 72 2 0 17 Mar 2025
Task-Oriented 6-DoF Grasp Pose Detection in Clutters An-Lan Wang Nuo Chen Kun-Yu Lin Li Yuan-Ming Wei-Shi Zheng 46 2 0 24 Feb 2025
Regression and Forecasting of U.S. Stock Returns Based on LSTM Shicheng Zhou Zizhou Zhang Rong Zhang Yuchen Yin Chia Hong Chang Qinyan Shen AI4TS 37 0 0 03 Feb 2025
Cross-Modal Synergies: Unveiling the Potential of Motion-Aware Fusion Networks in Handling Dynamic and Static ReID Scenarios Fuxi Ling Hongye Liu Guoqiang Huang Jing Li Hong Wu Zhihao Tang 56 0 0 02 Feb 2025
First-place Solution for Streetscape Shop Sign Recognition Competition Bin Wang Li Jing 59 0 0 06 Jan 2025
Attentive Eraser: Unleashing Diffusion Model's Object Removal Potential via Self-Attention Redirection Guidance Wenhao Sun Benlei Cui Xue-mei Dong Jingqun Tang Yi Liu DiffM 108 12 0 17 Dec 2024
MCTBench: Multimodal Cognition towards Text-Rich Visual Scenes Benchmark Bin Shan Xiang Fei Wei Shi An-Lan Wang Guozhi Tang Lei Liao Jingqun Tang Xiang Bai Can Huang VLM 20 5 0 15 Oct 2024
Leopard: A Vision Language Model For Text-Rich Multi-Image Tasks Mengzhao Jia Wenhao Yu Kaixin Ma Tianqing Fang Zhihan Zhang Siru Ouyang Hongming Zhang Meng-Long Jiang Dong Yu VLM 29 5 0 02 Oct 2024
MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning Haotian Zhang Mingfei Gao Zhe Gan Philipp Dufter Nina Wenzel ... Haoxuan You Zirui Wang Afshin Dehghan Peter Grasch Yinfei Yang VLM MLLM 36 32 1 30 Sep 2024
DocLayLLM: An Efficient Multi-modal Extension of Large Language Models for Text-rich Document Understanding Wenhui Liao Jiapeng Wang Hongliang Li Chengyu Wang Jun Huang Lianwen Jin 33 0 0 27 Aug 2024
Harmonizing Visual Text Comprehension and Generation Zhen Zhao Jingqun Tang Binghong Wu Chunhui Lin Shubo Wei Hao Liu Xin Tan Zhizhong Zhang Can Huang Yuan Xie VLM 26 21 0 23 Jul 2024
The Synergy between Data and Multi-Modal Large Language Models: A Survey from Co-Development Perspective Zhen Qin Daoyuan Chen Wenhao Zhang Liuyi Yao Yilun Huang Bolin Ding Yaliang Li Shuiguang Deng 48 5 0 11 Jul 2024
A Bounding Box is Worth One Token: Interleaving Layout and Text in a Large Language Model for Document Understanding Jinghui Lu Haiyang Yu Yanjie Wang Yongjie Ye Jingqun Tang ... Qi Liu Hao Feng Han Wang Hao Liu Can Huang 48 17 0 02 Jul 2024
DocKylin: A Large Multimodal Model for Visual Document Understanding with Efficient Visual Slimming Jiaxin Zhang Wentao Yang Songxuan Lai Zecheng Xie Lianwen Jin 32 15 0 27 Jun 2024
TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy Weichao Zhao Hao Feng Qi Liu Jingqun Tang Shubo Wei ... Lei Liao Yongjie Ye Hao Liu Houqiang Li Can Huang LMTD 26 17 0 03 Jun 2024
MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering Jingqun Tang Qi Liu Yongjie Ye Jinghui Lu Shubo Wei ... Yanjie Wang Yuliang Liu Hao Liu Xiang Bai Can Huang 32 21 0 20 May 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
OmniParser: A Unified Framework for Text Spotting, Key Information Extraction and Table Recognition Jianqiang Wan Sibo Song Wenwen Yu Yuliang Liu Wenqing Cheng Fei Huang Xiang Bai Cong Yao Zhibo Yang 37 26 0 28 Mar 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
CogAgent: A Visual Language Model for GUI Agents Wenyi Hong Weihan Wang Qingsong Lv Jiazheng Xu Wenmeng Yu ... Juanzi Li Bin Xu Yuxiao Dong Ming Ding Jie Tang MLLM 137 310 0 14 Dec 2023
Genixer: Empowering Multimodal Large Language Models as a Powerful Data Generator Henry Hengyuan Zhao Pan Zhou Mike Zheng Shou MLLM SyDa 33 7 0 11 Dec 2023
Vary: Scaling up the Vision Vocabulary for Large Vision-Language Models Haoran Wei Lingyu Kong Jinyue Chen Liang Zhao Zheng Ge Jinrong Yang Jian‐Yuan Sun Chunrui Han Xiangyu Zhang MLLM VLM 66 73 0 11 Dec 2023
UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model Jiabo Ye Anwen Hu Haiyang Xu Qinghao Ye Mingshi Yan ... Ji Zhang Qin Jin Liang He Xin Lin Feiyan Huang VLM MLLM 121 83 0 08 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 18 63 0 20 Sep 2023
Instruction Tuning with GPT-4 Baolin Peng Chunyuan Li Pengcheng He Michel Galley Jianfeng Gao SyDa ALM LM&MA 157 576 0 06 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 148 259 0 07 Oct 2022