MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

20 April 2023

Papers citing "MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models"

50 / 367 papers shown

Title
Information Theoretic Text-to-Image Alignment Chao Wang Giulio Franzese A. Finamore Massimo Gallo Pietro Michiardi 75 0 0 31 May 2024
Efficient Indirect LLM Jailbreak via Multimodal-LLM Jailbreak Zhenxing Niu Yuyao Sun Haoxuan Ji Zheng Lin Haichang Gao Xinbo Gao Gang Hua Rong Jin 33 2 0 30 May 2024
Multi-Modal Generative Embedding Model Feipeng Ma Hongwei Xue Guangting Wang Yizhou Zhou Fengyun Rao Shilin Yan Yueyi Zhang Siying Wu Mike Zheng Shou Xiaoyan Sun VLM 39 3 0 29 May 2024
MetaToken: Detecting Hallucination in Image Descriptions by Meta Classification Laura Fieback Jakob Spiegelberg Hanno Gottschalk MLLM 65 5 0 29 May 2024
Reason3D: Searching and Reasoning 3D Segmentation via Large Language Model Kuan-Chih Huang Xiangtai Li Lu Qi Shuicheng Yan Ming-Hsuan Yang LRM 76 10 0 27 May 2024
VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models Zejun Li Ruipu Luo Jiwen Zhang Minghui Qiu Zhongyu Wei Zhongyu Wei LRM MLLM 62 8 0 27 May 2024
Prompt-Aware Adapter: Towards Learning Adaptive Visual Tokens for Multimodal Large Language Models Yue Zhang Hehe Fan Yi Yang 53 3 0 24 May 2024
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models Byung-Kwan Lee Chae Won Kim Beomchan Park Yonghyun Ro MLLM LRM 41 18 0 24 May 2024
DEEM: Diffusion Models Serve as the Eyes of Large Language Models for Image Perception Run Luo Yunshui Li Longze Chen Wanwei He Ting-En Lin ... Zikai Song Xiaobo Xia Tongliang Liu Min Yang Binyuan Hui VLM DiffM 75 15 0 24 May 2024
Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement Xiyao Wang Jiuhai Chen Zhaoyang Wang Yuhang Zhou Yiyang Zhou ... Dinesh Manocha Tom Goldstein Parminder Bhatia Furong Huang Cao Xiao 67 33 0 24 May 2024
Alleviating Hallucinations in Large Vision-Language Models through Hallucination-Induced Optimization Beitao Chen Xinyu Lyu Lianli Gao Jingkuan Song Hengtao Shen MLLM 58 10 0 24 May 2024
Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models Jiaqi Li Qianshan Wei Chuanyi Zhang Guilin Qi Miaozeng Du Yongrui Chen Sheng Bi Fan Liu VLM MU 72 12 0 21 May 2024
MM-Retinal: Knowledge-Enhanced Foundational Pretraining with Fundus Image-Text Expertise Ruiqi Wu Chenran Zhang Jianle Zhang Yi Zhou Tao Zhou Huazhu Fu 41 8 0 20 May 2024
TinyLLaVA Factory: A Modularized Codebase for Small-scale Large Multimodal Models Junlong Jia Ying Hu Xi Weng Yiming Shi Miao Li ... Baichuan Zhou Ziyu Liu Jie Luo Lei Huang Ji Wu 34 9 0 20 May 2024
Uni-MoE: Scaling Unified Multimodal LLMs with Mixture of Experts Yunxin Li Shenyuan Jiang Baotian Hu Longyue Wang Wanqi Zhong Wenhan Luo Lin Ma Min-Ling Zhang MoE 46 28 0 18 May 2024
ReasonPix2Pix: Instruction Reasoning Dataset for Advanced Image Editing Ying Jin Pengyang Ling Xiao-wen Dong Pan Zhang Jiaqi Wang Dahua Lin 34 2 0 18 May 2024
Xmodel-VLM: A Simple Baseline for Multimodal Vision Language Model Wanting Xu Yang Liu Langping He Xucheng Huang Ling Jiang VLM MLLM 43 2 0 15 May 2024
THRONE: An Object-based Hallucination Benchmark for the Free-form Generations of Large Vision-Language Models Prannay Kaul Zhizhong Li Hao Yang Yonatan Dukler Ashwin Swaminathan C. Taylor Stefano Soatto HILM 63 16 0 08 May 2024
pFedLVM: A Large Vision Model (LVM)-Driven and Latent Feature-Based Personalized Federated Learning Framework in Autonomous Driving Wei-Bin Kou Qingfeng Lin Ming Tang Sheng Xu Rongguang Ye ... Shuai Wang Guofa Li Zhenyu Chen Guangxu Zhu Yik-Chung Wu FedML 52 11 0 07 May 2024
Influence of Solution Efficiency and Valence of Instruction on Additive and Subtractive Solution Strategies in Humans and GPT-4 Lydia Uhler Verena Jordan Jürgen Buder Markus Huff F. Papenmeier 46 0 0 25 Apr 2024
DesignProbe: A Graphic Design Benchmark for Multimodal Large Language Models Jieru Lin Danqing Huang Tiejun Zhao Dechen Zhan Chin-Yew Lin VLM MLLM 35 3 0 23 Apr 2024
MultiBooth: Towards Generating All Your Concepts in an Image from Text Chenyang Zhu Kai Li Yue Ma Chunming He Li Xiu DiffM 109 23 0 22 Apr 2024
Physical Backdoor Attack can Jeopardize Driving with Vision-Large-Language Models Zhenyang Ni Rui Ye Yuxian Wei Zhen Xiang Yanfeng Wang Siheng Chen AAML 36 10 0 19 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 74 29 0 19 Apr 2024
HOI-Ref: Hand-Object Interaction Referral in Egocentric Vision Siddhant Bansal Michael Wray Dima Damen 41 3 0 15 Apr 2024
On Speculative Decoding for Multimodal Large Language Models Mukul Gagrani Raghavv Goel Wonseok Jeon Junyoung Park Mingu Lee Christopher Lott LRM 40 8 0 13 Apr 2024
MoReVQA: Exploring Modular Reasoning Models for Video Question Answering Juhong Min Shyamal Buch Arsha Nagrani Minsu Cho Cordelia Schmid LRM 44 20 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 47 82 0 08 Apr 2024
FGAIF: Aligning Large Vision-Language Models with Fine-grained AI Feedback Liqiang Jing Xinya Du 79 17 0 07 Apr 2024
Koala: Key frame-conditioned long video-LLM Reuben Tan Ximeng Sun Ping Hu Jui-hsien Wang Hanieh Deilamsalehy Bryan A. Plummer Bryan C. Russell Kate Saenko 38 35 0 05 Apr 2024
PosterLlama: Bridging Design Ability of Langauge Model to Contents-Aware Layout Generation Jaejung Seol Seojun Kim Jaejun Yoo 3DV VLM 34 7 0 01 Apr 2024
Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want Weifeng Lin Xinyu Wei Ruichuan An Peng Gao Bocheng Zou Yulin Luo Siyuan Huang Shanghang Zhang Hongsheng Li VLM 71 33 0 29 Mar 2024
Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference Han Zhao Min Zhang Wei Zhao Pengxiang Ding Siteng Huang Donglin Wang Mamba 52 66 0 21 Mar 2024
AGFSync: Leveraging AI-Generated Feedback for Preference Optimization in Text-to-Image Generation Jingkun An Yinghao Zhu Zongjian Li Haoran Feng Bohua Chen Yemin Shi Chengwei Pan 43 2 0 20 Mar 2024
Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking Multimodal Large Language Models Yifan Li Hangyu Guo Kun Zhou Wayne Xin Zhao Ji-Rong Wen 61 40 0 14 Mar 2024
VisionGPT: Vision-Language Understanding Agent Using Generalized Multimodal Framework Chris Kelly Luhui Hu Bang Yang Yu Tian Deshun Yang Cindy Yang Zaoshan Huang Zihao Li Jiayin Hu Yuexian Zou 37 9 0 14 Mar 2024
Beyond Text: Frozen Large Language Models in Visual Signal Comprehension Lei Zhu Fangyun Wei Yanye Lu MLLM VLM 52 17 0 12 Mar 2024
Can LLMs' Tuning Methods Work in Medical Multimodal Domain? Jiawei Chen Yue Jiang Dingkang Yang Mingcheng Li Jinjie Wei Ziyun Qian Lihua Zhang LM&MA 27 9 0 11 Mar 2024
Debiasing Multimodal Large Language Models Yi-Fan Zhang Weichen Yu Qingsong Wen Xue Wang Zhang Zhang Liang Wang Rong Jin Tien-Ping Tan 45 4 0 08 Mar 2024
XPSR: Cross-modal Priors for Diffusion-based Image Super-Resolution Yunpeng Qu Kun Yuan Kai Zhao Qizhi Xie Jinhua Hao Ming Sun Chao Zhou 27 17 0 08 Mar 2024
On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models Xinpeng Wang Shitong Duan Xiaoyuan Yi Jing Yao Shanlin Zhou Zhihua Wei Peng Zhang Dongkuan Xu Maosong Sun Xing Xie OffRL 41 16 0 07 Mar 2024
CoTBal: Comprehensive Task Balancing for Multi-Task Visual Instruction Tuning Yanqi Dai Dong Jing Nanyi Fei Zhiwu Lu Nanyi Fei Guoxing Yang Zhiwu Lu 55 3 0 07 Mar 2024
Beyond Specialization: Assessing the Capabilities of MLLMs in Age and Gender Estimation Maksim Kuprashevich Grigorii Alekseenko Irina Tolstykh ELM 56 4 0 04 Mar 2024
Exploring the Potential of Large Language Models for Improving Digital Forensic Investigation Efficiency Akila Wickramasekara F. Breitinger Mark Scanlon 52 8 0 29 Feb 2024
Unveiling Typographic Deceptions: Insights of the Typographic Vulnerability in Large Vision-Language Model Hao-Ran Cheng Erjia Xiao Jindong Gu Le Yang Jinhao Duan Jize Zhang Jiahang Cao Kaidi Xu Renjing Xu 37 6 0 29 Feb 2024
From Summary to Action: Enhancing Large Language Models for Complex Tasks with Open World APIs Yulong Liu Yunlong Yuan Chunwei Wang Jianhua Han Yongqiang Ma Li Zhang Nanning Zheng Hang Xu LLMAG 37 5 0 28 Feb 2024
A Cognitive Evaluation Benchmark of Image Reasoning and Description for Large Vision-Language Models Xiujie Song Mengyue Wu Ke Zhu Chunhao Zhang Yanyi Chen LRM ELM 36 3 0 28 Feb 2024
PALO: A Polyglot Large Multimodal Model for 5B People Muhammad Maaz H. Rasheed Abdelrahman M. Shaker Salman Khan Hisham Cholakal Rao M. Anwer Timothy Baldwin M. Felsberg Fahad S. Khan VLM LRM 85 13 0 22 Feb 2024
Visual Hallucinations of Multi-modal Large Language Models Wen Huang Hongbin Liu Minxin Guo Neil Zhenqiang Gong MLLM VLM 32 24 0 22 Feb 2024
LLMBind: A Unified Modality-Task Integration Framework Bin Zhu Munan Ning Peng Jin Bin Lin Jinfa Huang ... Junwu Zhang Zhenyu Tang Mingjun Pan Xing Zhou Li-ming Yuan MLLM 40 6 0 22 Feb 2024