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From Redundancy to Relevance: Enhancing Explainability in Multimodal
  Large Language Models

From Redundancy to Relevance: Enhancing Explainability in Multimodal Large Language Models

4 June 2024
Xiaofeng Zhang
Chen Shen
Xiaosong Yuan
Shaotian Yan
Liang Xie
Wenxiao Wang
Chaochen Gu
Hao Tang
Jieping Ye
ArXivPDFHTML

Papers citing "From Redundancy to Relevance: Enhancing Explainability in Multimodal Large Language Models"

4 / 4 papers shown
Title
First-place Solution for Streetscape Shop Sign Recognition Competition
First-place Solution for Streetscape Shop Sign Recognition Competition
Bin Wang
Li Jing
136
0
0
06 Jan 2025
MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation
MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation
Chenxi Wang
Xiang Chen
N. Zhang
Bozhong Tian
Haoming Xu
Shumin Deng
H. Chen
MLLM
LRM
34
4
0
15 Oct 2024
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
160
440
0
14 Oct 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
211
1,105
0
20 Sep 2022
1