Honeybee: Locality-enhanced Projector for Multimodal LLM

11 December 2023

Papers citing "Honeybee: Locality-enhanced Projector for Multimodal LLM"

50 / 101 papers shown

Title
IAA: Inner-Adaptor Architecture Empowers Frozen Large Language Model with Multimodal Capabilities Bin Wang Chunyu Xie Dawei Leng Yuhui Yin MLLM 54 1 0 23 Aug 2024
Building and better understanding vision-language models: insights and future directions Hugo Laurençon Andrés Marafioti Victor Sanh Léo Tronchon VLM 42 61 0 22 Aug 2024
EE-MLLM: A Data-Efficient and Compute-Efficient Multimodal Large Language Model Feipeng Ma Yizhou Zhou Hebei Li Zilong He Siying Wu Fengyun Rao Siying Wu Fengyun Rao Yueyi Zhang Xiaoyan Sun 39 3 0 21 Aug 2024
xGen-MM (BLIP-3): A Family of Open Large Multimodal Models Le Xue Manli Shu Anas Awadalla Jun Wang An Yan ... Zeyuan Chen Silvio Savarese Juan Carlos Niebles Caiming Xiong Ran Xu VLM 44 91 0 16 Aug 2024
Are Bigger Encoders Always Better in Vision Large Models? Bozhou Li Hao Liang Zimo Meng Wentao Zhang VLM 40 3 0 01 Aug 2024
Advancing Multimodal Large Language Models in Chart Question Answering with Visualization-Referenced Instruction Tuning Xingchen Zeng Haichuan Lin Yilin Ye Wei Zeng 57 15 0 29 Jul 2024
Bridging Compressed Image Latents and Multimodal Large Language Models Chia-Hao Kao Cheng Chien Yu-Jen Tseng Yi-Hsin Chen Alessandro Gnutti Shao-Yuan Lo Wen-Hsiao Peng Riccardo Leonardi 44 0 0 29 Jul 2024
INF-LLaVA: Dual-perspective Perception for High-Resolution Multimodal Large Language Model Yiwei Ma Zhibin Wang Xiaoshuai Sun Weihuang Lin Qiang-feng Zhou Jiayi Ji Rongrong Ji MLLM VLM 57 1 0 23 Jul 2024
Accelerating Pre-training of Multimodal LLMs via Chain-of-Sight Ziyuan Huang Kaixiang Ji Biao Gong Zhiwu Qing Qinglong Zhang Kecheng Zheng Jian Wang Jingdong Chen Ming Yang LRM 42 1 0 22 Jul 2024
Reflective Instruction Tuning: Mitigating Hallucinations in Large Vision-Language Models Jinrui Zhang Teng Wang Haigang Zhang Ping Lu Feng Zheng MLLM LRM VLM 34 3 0 16 Jul 2024
HiRes-LLaVA: Restoring Fragmentation Input in High-Resolution Large Vision-Language Models Runhui Huang Xinpeng Ding Chunwei Wang J. N. Han Yulong Liu Hengshuang Zhao Hang Xu Lu Hou Wei Zhang Xiaodan Liang VLM 31 8 0 11 Jul 2024
Pseudo-RIS: Distinctive Pseudo-supervision Generation for Referring Image Segmentation Seonghoon Yu Paul Hongsuck Seo Jeany Son DiffM 57 4 0 10 Jul 2024
TokenPacker: Efficient Visual Projector for Multimodal LLM Wentong Li Yuqian Yuan Jian Liu Dongqi Tang Song Wang Jie Qin Jianke Zhu Lei Zhang MLLM 37 53 0 02 Jul 2024
Solving Token Gradient Conflict in Mixture-of-Experts for Large Vision-Language Model Longrong Yang Dong Shen Chaoxiang Cai Fan Yang Size Li Di Zhang Xi Li MoE 56 2 0 28 Jun 2024
DocKylin: A Large Multimodal Model for Visual Document Understanding with Efficient Visual Slimming Jiaxin Zhang Wentao Yang Songxuan Lai Zecheng Xie Lianwen Jin 37 15 0 27 Jun 2024
S3: A Simple Strong Sample-effective Multimodal Dialog System Elisei Rykov Egor Malkershin Alexander Panchenko 22 0 0 26 Jun 2024
Multi-modal Transfer Learning between Biological Foundation Models Juan Jose Garau-Luis Patrick Bordes Liam Gonzalez Masa Roller Bernardo P. de Almeida ... Stefan Laurent Jan Grzegorzewski Maren Lang Thomas Pierrot Guillaume Richard AI4CE 41 3 0 20 Jun 2024
Improving Visual Commonsense in Language Models via Multiple Image Generation Guy Yariv Idan Schwartz Yossi Adi Sagie Benaim VLM LRM 19 0 0 19 Jun 2024
On Efficient Language and Vision Assistants for Visually-Situated Natural Language Understanding: What Matters in Reading and Reasoning Geewook Kim Minjoon Seo VLM 44 2 0 17 Jun 2024
Concept-skill Transferability-based Data Selection for Large Vision-Language Models Jaewoo Lee Boyang Li Sung Ju Hwang VLM 43 8 0 16 Jun 2024
An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models Xiongtao Zhou Jie He Yuhua Ke Guangyao Zhu Víctor Gutiérrez-Basulto Jeff Z. Pan 40 11 0 07 Jun 2024
Wings: Learning Multimodal LLMs without Text-only Forgetting Yi-Kai Zhang Shiyin Lu Yang Li Yanqing Ma Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang De-Chuan Zhan Han-Jia Ye VLM 35 6 0 05 Jun 2024
CODE: Contrasting Self-generated Description to Combat Hallucination in Large Multi-modal Models Junho Kim Hyunjun Kim Yeonju Kim Yong Man Ro MLLM 55 10 0 04 Jun 2024
DeCo: Decoupling Token Compression from Semantic Abstraction in Multimodal Large Language Models Linli Yao Lei Li Shuhuai Ren Lean Wang Yuanxin Liu Xu Sun Lu Hou 35 29 0 31 May 2024
Visual Anchors Are Strong Information Aggregators For Multimodal Large Language Model Haogeng Liu Quanzeng You Xiaotian Han Yongfei Liu Huaibo Huang Ran He Hongxia Yang 33 2 0 28 May 2024
ConvLLaVA: Hierarchical Backbones as Visual Encoder for Large Multimodal Models Chunjiang Ge Sijie Cheng Ziming Wang Jiale Yuan Yuan Gao Jun Song Shiji Song Gao Huang Bo Zheng MLLM VLM 36 17 0 24 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
Safety Alignment for Vision Language Models Zhendong Liu Yuanbi Nie Yingshui Tan Xiangyu Yue Qiushi Cui Chongjun Wang Xiaoyong Zhu Bo Zheng VLM MLLM 98 7 0 22 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
CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts Jiachen Li Xinyao Wang Sijie Zhu Chia-Wen Kuo Lu Xu Fan Chen Jitesh Jain Humphrey Shi Longyin Wen MLLM MoE 46 28 0 09 May 2024
MiniGPT-3D: Efficiently Aligning 3D Point Clouds with Large Language Models using 2D Priors Yuan Tang Xu Han Xianzhi Li Qiao Yu Yixue Hao Long Hu Min Chen 37 14 0 02 May 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
MSCoTDet: Language-driven Multi-modal Fusion for Improved Multispectral Pedestrian Detection Taeheon Kim Sangyun Chung Damin Yeom Youngjoon Yu Hak Gu Kim Y. Ro 38 2 0 22 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 47 105 0 19 Mar 2024
Pragmatic Competence Evaluation of Large Language Models for Korean Dojun Park Jiwoo Lee Hyeyun Jeong Seohyun Park Sungeun Lee ELM 41 1 0 19 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
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 59 41 0 19 Feb 2024
Aligning Modalities in Vision Large Language Models via Preference Fine-tuning Yiyang Zhou Chenhang Cui Rafael Rafailov Chelsea Finn Huaxiu Yao VLM MLLM 38 89 0 18 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
Enhancing Multimodal Large Language Models with Vision Detection Models: An Empirical Study Qirui Jiao Daoyuan Chen Yilun Huang Yaliang Li Ying Shen 30 12 0 31 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
Genixer: Empowering Multimodal Large Language Models as a Powerful Data Generator Henry Hengyuan Zhao Pan Zhou Mike Zheng Shou MLLM SyDa 38 7 0 11 Dec 2023
MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning Jun Chen Deyao Zhu Xiaoqian Shen Xiang Li Zechun Liu Pengchuan Zhang Raghuraman Krishnamoorthi Vikas Chandra Yunyang Xiong Mohamed Elhoseiny MLLM 160 443 0 14 Oct 2023
An Empirical Study of Scaling Instruct-Tuned Large Multimodal Models Yadong Lu Chunyuan Li Haotian Liu Jianwei Yang Jianfeng Gao Yelong Shen MLLM 105 31 0 18 Sep 2023
LMEye: An Interactive Perception Network for Large Language Models Yunxin Li Baotian Hu Xinyu Chen Lin Ma Yong-mei Xu Hao Fei MLLM VLM 33 24 0 05 May 2023
Can Large Language Models Be an Alternative to Human Evaluations? Cheng-Han Chiang Hung-yi Lee ALM LM&MA 229 574 0 03 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 208 905 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 287 4,261 0 30 Jan 2023
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 Ashwin Kalyan ELM ReLM LRM 211 1,113 0 20 Sep 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong Guosheng Lin MLLM BDL VLM CLIP 392 4,154 0 28 Jan 2022