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Cross-Modal Retrieval: A Pairwise Classification Approach

Menon, Aditya; Surian, Didi; Chawla, Sanjay


Content is increasingly available in multiple modalities (such as images, text, and video), each of which provides a different representation of some entity. The cross-modal retrieval problem is: given the representation of an entity in one modality, find its best representation in all other modalities. We propose a novel approach to this problem based on pairwise classification. The approach seamlessly applies to both the settings where ground-truth annotations for the entities are absent and...[Show more]

CollectionsANU Research Publications
Date published: 2015
Type: Conference paper
Source: Cross-Modal Retrieval: A Pairwise Classification Approach
DOI: 10.1137/1.9781611974010.23


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