Cycle-Consistent Deep Generative Hashing for Cross-Modal Retrieval In this paper, we propose a novel deep generative approach to cross-modal retrieval to learn hash functions in the absence of paired training samples throu... L Wu,Y Wang,L Shao - 《Itip》 被引量: 0发表: 2019年 Semantic ...
Recently, researchers leverage Deep Neural Network (DNN) to learn nonlinear transformations for each modality to obtain transformed features in a common subspace where cross-modal matching can be performed. However, the statistical characteristics of the original features for each modality are not ...