Visual Commonsense Causal Reasoning From a Still Image

Even from a still image, humans exhibit the ability to ratiocinate diverse visual cause-and-effect relationships of events preceding, succeeding, and extending beyond the given image scope. Previous work on commonsense causal reasoning (CCR) aimed at understanding general causal dependencies among c...

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Bibliographic Details

Published in:	IEEE access Vol. 13; pp. 85084 - 85097
Main Authors:	Wu, Xiaojing, Guo, Rui, Li, Qin, Zhu, Ning
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 2025 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Cause effect analysis Commonsense reasoning Correlation Electronic mail Estimation Large language models multimodal large language model Natural languages Question answering (information retrieval) Reasoning Visual commonsense reasoning Visual effects visual event reasoning Visualization
ISSN:	2169-3536, 2169-3536
Online Access:	Get full text
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