On the Limitations of Visual-Semantic Embedding Networks for Image-to-Text Information Retrieval

Visual-semantic embedding (VSE) networks create joint image–text representations to map images and texts in a shared embedding space to enable various information retrieval-related tasks, such as image–text retrieval, image captioning, and visual question answering. The most recent state-of-the-art...

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Bibliographic Details
Main Authors: Yan Gong, Georgina Cosma, Hui Fang
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Journal of Imaging
Subjects:
Online Access:https://www.mdpi.com/2313-433X/7/8/125