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Efficient Multimodal Large Language Models: A Survey

Efficient Multimodal Large Language Models: A Survey

17 May 2024
Yizhang Jin
Jian Li
Yexin Liu
Tianjun Gu
Kai Wu
Zhengkai Jiang
Muyang He
Bo-Lu Zhao
Xin Tan
Zhenye Gan
Yabiao Wang
Chengjie Wang
Lizhuang Ma
    LRM
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Papers citing "Efficient Multimodal Large Language Models: A Survey"

20 / 20 papers shown
Title
Task-Oriented Semantic Communication in Large Multimodal Models-based Vehicle Networks
Task-Oriented Semantic Communication in Large Multimodal Models-based Vehicle Networks
Baoxia Du
H. Du
Dusit Niyato
Ruidong Li
49
0
0
05 May 2025
Retrieval-augmented in-context learning for multimodal large language models in disease classification
Retrieval-augmented in-context learning for multimodal large language models in disease classification
Zaifu Zhan
Shuang Zhou
Xiaoshan Zhou
Yongkang Xiao
J. Wang
Jiawen Deng
He Zhu
Yu Hou
Rui Zhang
36
0
0
04 May 2025
Vision-Language Models for Edge Networks: A Comprehensive Survey
Vision-Language Models for Edge Networks: A Comprehensive Survey
Ahmed Sharshar
Latif U. Khan
Waseem Ullah
Mohsen Guizani
VLM
51
2
0
11 Feb 2025
BRAVE: Broadening the visual encoding of vision-language models
BRAVE: Broadening the visual encoding of vision-language models
Ouguzhan Fatih Kar
A. Tonioni
Petra Poklukar
Achin Kulshrestha
Amir Zamir
Federico Tombari
MLLM
VLM
34
25
0
10 Apr 2024
HRVDA: High-Resolution Visual Document Assistant
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
27
10
0
10 Apr 2024
Plug-and-Play Grounding of Reasoning in Multimodal Large Language Models
Plug-and-Play Grounding of Reasoning in Multimodal Large Language Models
Jiaxing Chen
Yuxuan Liu
Dehu Li
Xiang An
Weimo Deng
Ziyong Feng
Yongle Zhao
Yin Xie
LRM
32
12
0
28 Mar 2024
When Do We Not Need Larger Vision Models?
When Do We Not Need Larger Vision Models?
Baifeng Shi
Ziyang Wu
Maolin Mao
Xin Wang
Trevor Darrell
VLM
LRM
35
23
0
19 Mar 2024
Mipha: A Comprehensive Overhaul of Multimodal Assistant with Small
  Language Models
Mipha: A Comprehensive Overhaul of Multimodal Assistant with Small Language Models
Minjie Zhu
Yichen Zhu
Xin Liu
Ning Liu
Zhiyuan Xu
Chaomin Shen
Yaxin Peng
Zhicai Ou
Feifei Feng
Jian Tang
VLM
35
20
0
10 Mar 2024
SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models
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
116
106
0
08 Feb 2024
Small Language Model Meets with Reinforced Vision Vocabulary
Small Language Model Meets with Reinforced Vision Vocabulary
Haoran Wei
Lingyu Kong
Jinyue Chen
Liang Zhao
Zheng Ge
En Yu
Jian‐Yuan Sun
Chunrui Han
Xiangyu Zhang
VLM
57
14
0
23 Jan 2024
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism
DeepSeek-AI Xiao Bi
:
Xiao Bi
Deli Chen
Guanting Chen
...
Yao Zhao
Shangyan Zhou
Shunfeng Zhou
Qihao Zhu
Yuheng Zou
LRM
ALM
125
298
0
05 Jan 2024
LLaVA-Phi: Efficient Multi-Modal Assistant with Small Language Model
LLaVA-Phi: Efficient Multi-Modal Assistant with Small Language Model
Yichen Zhu
Minjie Zhu
Ning Liu
Zhicai Ou
Xiaofeng Mou
Jian Tang
63
89
0
04 Jan 2024
InternVL: Scaling up Vision Foundation Models and Aligning for Generic
  Visual-Linguistic Tasks
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
126
895
0
21 Dec 2023
Video-LLaVA: Learning United Visual Representation by Alignment Before
  Projection
Video-LLaVA: Learning United Visual Representation by Alignment Before Projection
Bin Lin
Yang Ye
Bin Zhu
Jiaxi Cui
Munan Ning
Peng Jin
Li-ming Yuan
VLM
MLLM
182
576
0
16 Nov 2023
mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with
  Modality Collaboration
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
114
367
0
07 Nov 2023
MiniGPT-v2: large language model as a unified interface for
  vision-language multi-task learning
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
152
280
0
14 Oct 2023
Towards Accurate Post-Training Quantization for Vision Transformer
Towards Accurate Post-Training Quantization for Vision Transformer
Yifu Ding
Haotong Qin
Qing-Yu Yan
Z. Chai
Junjie Liu
Xiaolin K. Wei
Xianglong Liu
MQ
31
66
0
25 Mar 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image
  Encoders and Large Language Models
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
Learn to Explain: Multimodal Reasoning via Thought Chains for Science
  Question Answering
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
198
1,089
0
20 Sep 2022
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize
  Long-Tail Visual Concepts
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts
Soravit Changpinyo
P. Sharma
Nan Ding
Radu Soricut
VLM
273
845
0
17 Feb 2021
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