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Learning Semantic Concepts and Order for Image and Sentence Matching
Yan Huang, Qi Wu, Liang Wang
Image and sentence matching has made great progress recently, but it remains challenging due to the large visual-semantic discrepancy. This mainly arises from that the representati…
A Hierarchical Contextual Attention-based GRU Network for Sequential Recommendation
Qiang Cui, Shu Wu, Yan Huang +1
Sequential recommendation is one of fundamental tasks for Web applications. Previous methods are mostly based on Markov chains with a strong Markov assumption. Recently, recurrent…
Irregular Convolutional Neural Networks
Jiabin Ma, Wei Wang, Liang Wang
Convolutional kernels are basic and vital components of deep Convolutional Neural Networks (CNN). In this paper, we equip convolutional kernels with shape attributes to generate th…
Mining Significant Microblogs for Misinformation Identification: An Attention-based Approach
Qiang Liu, Feng Yu, Shu Wu +1
With the rapid growth of social media, massive misinformation is also spreading widely on social media, such as microblog, and bring negative effects to human life. Nowadays, autom…