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Probing Multimodal Large Language Models for Global and Local Semantic
  Representations

Probing Multimodal Large Language Models for Global and Local Semantic Representations

27 February 2024
Mingxu Tao
Quzhe Huang
Kun Xu
Liwei Chen
Yansong Feng
Dongyan Zhao
ArXivPDFHTML

Papers citing "Probing Multimodal Large Language Models for Global and Local Semantic Representations"

5 / 5 papers shown
Title
Performance Gap in Entity Knowledge Extraction Across Modalities in
  Vision Language Models
Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models
Ido Cohen
Daniela Gottesman
Mor Geva
Raja Giryes
VLM
92
0
1
18 Dec 2024
A Review of Multimodal Explainable Artificial Intelligence: Past,
  Present and Future
A Review of Multimodal Explainable Artificial Intelligence: Past, Present and Future
Shilin Sun
Wenbin An
Feng Tian
Fang Nan
Qidong Liu
Xiaozhong Liu
N. Shah
Ping Chen
96
2
0
18 Dec 2024
Explainable and Interpretable Multimodal Large Language Models: A
  Comprehensive Survey
Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey
Yunkai Dang
Kaichen Huang
Jiahao Huo
Yibo Yan
S. Huang
...
Kun Wang
Yong Liu
Jing Shao
Hui Xiong
Xuming Hu
LRM
104
15
0
03 Dec 2024
Have the VLMs Lost Confidence? A Study of Sycophancy in VLMs
Have the VLMs Lost Confidence? A Study of Sycophancy in VLMs
Shuo Li
Tao Ji
Xiaoran Fan
Linsheng Lu
L. Yang
...
Yue Wang
Xiaohui Zhao
Tao Gui
Qi Zhang
Xuanjing Huang
42
0
0
15 Oct 2024
BLIP: Bootstrapping Language-Image Pre-training for Unified
  Vision-Language Understanding and Generation
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
Junnan Li
Dongxu Li
Caiming Xiong
S. Hoi
MLLM
BDL
VLM
CLIP
392
4,137
0
28 Jan 2022
1