64 citations · 77 across the 4 of their papers we have counts for
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cs.MM2018★ 5 cited
Cross-media Multi-level Alignment with Relation Attention Network
Jinwei Qi, Yuxin Peng, Yuxin Yuan
With the rapid growth of multimedia data, such as image and text, it is a highly challenging problem to effectively correlate and retrieve the data of different media types. Natura…
cs.MM2017★ 64 cited
CM-GANs: Cross-modal Generative Adversarial Networks for Common Representation Learning
Yuxin Peng, Jinwei Qi, Yuxin Yuan
It is known that the inconsistent distribution and representation of different modalities, such as image and text, cause the heterogeneity gap that makes it challenging to correlat…
cs.MM2017★ 5 cited
CCL: Cross-modal Correlation Learning with Multi-grained Fusion by Hierarchical Network
Yuxin Peng, Jinwei Qi, Xin Huang +1
Cross-modal retrieval has become a highlighted research topic for retrieval across multimedia data such as image and text. A two-stage learning framework is widely adopted by most…