To See is to Believe: Prompting GPT-4V for Better Visual Instruction Tuning

13 November 2023

Zuxuan Wu

Papers citing "To See is to Believe: Prompting GPT-4V for Better Visual Instruction Tuning"

36 / 86 papers shown

Title
The Evolution of Multimodal Model Architectures S. Wadekar Abhishek Chaurasia Aman Chadha Eugenio Culurciello 43 15 0 28 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
C3L: Content Correlated Vision-Language Instruction Tuning Data Generation via Contrastive Learning Ji Ma Wei Suo Peng Wang Yanning Zhang VLM 48 0 0 21 May 2024
Rethinking Overlooked Aspects in Vision-Language Models Yuan Liu Le Tian Xiao Zhou Jie Zhou VLM 32 2 0 20 May 2024
Efficient Multimodal Large Language Models: A Survey Yizhang Jin Jian Li Yexin Liu Tianjun Gu Kai Wu ... Xin Tan Zhenye Gan Yabiao Wang Chengjie Wang Lizhuang Ma LRM 47 45 0 17 May 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 52 537 0 25 Apr 2024
SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation Yuying Ge Sijie Zhao Jinguo Zhu Yixiao Ge Kun Yi Lin Song Chen Li Xiaohan Ding Ying Shan VLM 65 108 0 22 Apr 2024
Groma: Localized Visual Tokenization for Grounding Multimodal Large Language Models Chuofan Ma Yi-Xin Jiang Jiannan Wu Zehuan Yuan Xiaojuan Qi VLM ObjD 37 52 0 19 Apr 2024
Self-Supervised Visual Preference Alignment Ke Zhu Liang Zhao Zheng Ge Xiangyu Zhang 29 12 0 16 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 41 114 0 09 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 78 223 0 29 Mar 2024
Beyond Embeddings: The Promise of Visual Table in Visual Reasoning Yiwu Zhong Zi-Yuan Hu Michael R. Lyu Liwei Wang 29 1 0 27 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
X-LLaVA: Optimizing Bilingual Large Vision-Language Alignment Dongjae Shin Hyunseok Lim Inho Won Changsu Choi Minjun Kim Seungwoo Song Hangyeol Yoo Sangmin Kim Kyungtae Lim 23 5 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 43 187 0 14 Mar 2024
Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models Yang Jiao Shaoxiang Chen Zequn Jie Wenke Huang Lin Ma Yueping Jiang MLLM 42 18 0 12 Mar 2024
DeepSeek-VL: Towards Real-World Vision-Language Understanding Haoyu Lu Wen Liu Bo Zhang Bing-Li Wang Kai Dong ... Yaofeng Sun Chengqi Deng Hanwei Xu Zhenda Xie Chong Ruan VLM 36 300 0 08 Mar 2024
A Survey on Knowledge Distillation of Large Language Models Xiaohan Xu Ming Li Chongyang Tao Tao Shen Reynold Cheng Jinyang Li Can Xu Dacheng Tao Dinesh Manocha KELM VLM 44 102 0 20 Feb 2024
ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models Guiming Hardy Chen Shunian Chen Ruifei Zhang Junying Chen Xiangbo Wu Zhiyi Zhang Zhihong Chen Jianquan Li Xiang Wan Benyou Wang VLM SyDa 38 129 0 18 Feb 2024
Efficient Multimodal Learning from Data-centric Perspective Muyang He Yexin Liu Boya Wu Jianhao Yuan Yueze Wang Tiejun Huang Bo Zhao MLLM 38 84 0 18 Feb 2024
Prismatic VLMs: Investigating the Design Space of Visually-Conditioned Language Models Siddharth Karamcheti Suraj Nair Ashwin Balakrishna Percy Liang Thomas Kollar Dorsa Sadigh MLLM VLM 59 99 0 12 Feb 2024
SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models Chris Liu Renrui Zhang Longtian Qiu Siyuan Huang Weifeng Lin ... Hao Shao Pan Lu Hongsheng Li Yu Qiao Peng Gao MLLM 130 109 0 08 Feb 2024
MobileVLM V2: Faster and Stronger Baseline for Vision Language Model Xiangxiang Chu Limeng Qiao Xinyu Zhang Shuang Xu Fei Wei ... Xiaofei Sun Yiming Hu Xinyang Lin Bo-Wen Zhang Chunhua Shen VLM MLLM 33 98 0 06 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 32 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 89 244 0 29 Jan 2024
MoE-LLaVA: Mixture of Experts for Large Vision-Language Models Bin Lin Zhenyu Tang Yang Ye Jiaxi Cui Bin Zhu ... Jinfa Huang Junwu Zhang Yatian Pang Munan Ning Li-ming Yuan VLM MLLM MoE 43 153 0 29 Jan 2024
COCO is "ALL'' You Need for Visual Instruction Fine-tuning Xiaotian Han Yiqi Wang Bohan Zhai Quanzeng You Hongxia Yang VLM MLLM 33 2 0 17 Jan 2024
MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices Xiangxiang Chu Limeng Qiao Xinyang Lin Shuang Xu Yang Yang ... Fei Wei Xinyu Zhang Bo-Wen Zhang Xiaolin Wei Chunhua Shen MLLM 36 34 0 28 Dec 2023
Text as Images: Can Multimodal Large Language Models Follow Printed Instructions in Pixels? Xiujun Li Yujie Lu Zhe Gan Jianfeng Gao William Y. Wang Yejin Choi VLM MLLM 35 2 0 29 Nov 2023
MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria Wentao Ge Shunian Chen Guiming Hardy Chen Zhihong Chen Junying Chen ... Anningzhe Gao Zhiyi Zhang Jianquan Li Xiang Wan Benyou Wang MLLM 52 6 0 23 Nov 2023
Vision-Language Instruction Tuning: A Review and Analysis Chen Li Yixiao Ge Dian Li Ying Shan VLM 39 12 0 14 Nov 2023
Multimodal Foundation Models: From Specialists to General-Purpose Assistants Chunyuan Li Zhe Gan Zhengyuan Yang Jianwei Yang Linjie Li Lijuan Wang Jianfeng Gao MLLM 118 228 0 18 Sep 2023
A Survey on Multimodal Large Language Models Shukang Yin Chaoyou Fu Sirui Zhao Ke Li Xing Sun Tong Xu Enhong Chen MLLM LRM 54 556 0 23 Jun 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 287 4,261 0 30 Jan 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 339 12,003 0 04 Mar 2022
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts Soravit Changpinyo P. Sharma Nan Ding Radu Soricut VLM 296 1,084 0 17 Feb 2021