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Chapter and Conference Paper
Relational Metric Learning with Dual Graph Attention Networks for Social Recommendation
Existing social recommenders typically incorporate all social relations into user preference modeling, while social connections are not always built on common interests. In addition, they often learn a single ...
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Chapter and Conference Paper
Efficient Cross-modal Retrieval via Discriminative Deep Correspondence Model
Cross-modal retrieval has recently drawn much attention due to the widespread existence of multi-modal data, and it generally involves two challenges: how to model the correlations and how to utilize the class...
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Chapter and Conference Paper
Generating Video Textures by PPCA and Gaussian Process Dynamical Model
Video texture is a new type of medium which can provide a continuous, infinitely varying stream of video images from a recorded video clip. It can be synthesized by rearranging the order of frames based on the...
