CausMatch: Causal Matching Learning With Counterfactual Preference Framework for Cross-Modal Retrieval

CausMatch: Causal Matching Learning With Counterfactual Preference Framework for Cross-Modal Retrieval

Cross-modal retrieval exhibits significant promise within the realm of multimedia analysis. Numerous sophisticated techniques have gained widespread adoption for harnessing attention mechanisms to facilitate cross-modal correspondence in matching tasks. However, most existing methods learn cross-mod...

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Bibliographic Details
Main Authors: Chen Chen, Dan Wang
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Multimodal learning
cross-modal retrieval
causal learning
attention augmentation
Online Access:https://ieeexplore.ieee.org/document/10843200/
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https://ieeexplore.ieee.org/document/10843200/

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