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Visual Question Explainable Reasoning on Hypothesis Agent Interaction with Scene

delete2025-07-15
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PRE
AI
B
Baoyu Fan
C
Cong Xu *
L
Lu Liu
R
Runze Zhang
X
Xiaoli Gong
J
Jin Zhang
DOI:10.1016/j.sigpro.2025.110177delete
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Abstract

Abstract

En 中文
• We introduce the explainable interaction visual question-answering task, which requires answering questions that include reasoning about human activity beyond the given image and explaining how to obtain the answers which makes the answer more trustworthy. • We build a VQER task for evaluating human action-related questions outside the image. • We propose a explaining and answering model by fusing heterogeneous information.
Keywords:
Visual Question Answering
Multimodal processing
Knowledge graph
Scene understanding
Trustworthy reasoning

Journal

Signal Processing cover
Signal Processing
IF:
3.6
Papers:
9.9K
Citations:
1.7W

Organization

I
ieit systems co., ltd.
Scholars:
13
Papers: 5
Citations: 0
N
nankai university
Scholars:
4.7W
Papers: 3.2W
Citations: 74