14 citations · 32 across the 5 of their papers we have counts for
5 papers
Deep Cross-media Knowledge Transfer
Xin Huang, Yuxin Peng
Cross-media retrieval is a research hotspot in multimedia area, which aims to perform retrieval across different media types such as image and text. The performance of existing met…
MHTN: Modal-adversarial Hybrid Transfer Network for Cross-modal Retrieval
Xin Huang, Yuxin Peng, Mingkuan Yuan
Cross-modal retrieval has drawn wide interest for retrieval across different modalities of data. However, existing methods based on DNN face the challenge of insufficient cross-mod…
Cross-modal Common Representation Learning by Hybrid Transfer Network
Xin Huang, Yuxin Peng, Mingkuan Yuan
DNN-based cross-modal retrieval is a research hotspot to retrieve across different modalities as image and text, but existing methods often face the challenge of insufficient cross…
Cross-media Similarity Metric Learning with Unified Deep Networks
Jinwei Qi, Xin Huang, Yuxin Peng
As a highlighting research topic in the multimedia area, cross-media retrieval aims to capture the complex correlations among multiple media types. Learning better shared represent…
Cross-modal Deep Metric Learning with Multi-task Regularization
Xin Huang, Yuxin Peng
DNN-based cross-modal retrieval has become a research hotspot, by which users can search results across various modalities like image and text. However, existing methods mainly foc…