Weakly-paired deep dictionary learning for cross-modal retrieval

Volume: 130, Pages: 199 - 206
Published: Feb 1, 2020
Abstract
Many multi-modal data suffers from significant weak-pairing characteristics, i.e., there is no sample-to-sample correspondence between modalities, rather classes of samples in one modality correspond to classes of samples in the other modality. This provides great challenges for the cross-modal learning for retrieval. In this work, our focus is learning cross-modal representations with minimal class label supervision and without correspondences...
Paper Details
Title
Weakly-paired deep dictionary learning for cross-modal retrieval
Published Date
Feb 1, 2020
Volume
130
Pages
199 - 206
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