Advancements in Large-Scale Image and Text Representation Learning: A Comprehensive Review and Outlook

Large-scale image and text representation learning is critical in determining the performance of multimodal tasks involving images and text, such as visual question answering and image captioning. Most existing research on large-scale image and text representation learning relies on Transformer netw...

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Bibliographic Details
Main Authors: Yang Qin, Shuxue Ding, Huiming Xie
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10883956/
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