IEEE - Institute of Electrical and Electronics Engineers, Inc. - Learning Deep Structure-Preserving Image-Text Embeddings

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Author(s): Liwei Wang ; Yin Li ; Svetlana Lazebnik
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2016
Conference Location: Las Vegas, NV, USA
Conference Date: 27 June 2016
Page(s): 5,005 - 5,013
ISBN (Electronic): 978-1-4673-8851-1
ISSN (Electronic): 1063-6919
DOI: 10.1109/CVPR.2016.541
Regular:

This paper proposes a method for learning joint embeddings of images and text using a two-branch neural network with multiple layers of linear projections followed by nonlinearities. The network... View More

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