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Gupta, Rajeev
MICROSOFT
HYDERABAD, India
 
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   Deep learning for mobile multimedia: a survey
Ota K., Dao M., Mezaris V., De Natale F.  ACM Transactions on Multimedia Computing, Communications, and Applications 13(3s): 1-22, 2017. Type: Article

Deep learning architectures, tools, and algorithms are, in general, not adapted to the storage and computation resources of a mobile device. Thus, one needs better hardware for mobile devices and smaller footprints for learning and inference algor...

Jan 29 2018  
  Data-driven answer selection in community QA systems
Nie L., Wei X., Zhang D., Wang X., Gao Z., Yang Y.  IEEE Transactions on Knowledge and Data Engineering 29(6): 1186-1198, 2017. Type: Article

Nie et al. present an algorithm for ranking answer candidates from all of the available answers for a new question in a community question-answering (QA) system. One simple approach is to select the most similar question and, among the answers to ...

Oct 24 2017  
  Generalized deep transfer networks for knowledge propagation in heterogeneous domains
Tang J., Shu X., Li Z., Qi G., Wang J.  ACM Transactions on Multimedia Computing, Communications, and Applications 12(4s): 1-22, 2016. Type: Article

This paper is about the transfer of learning knowledge from one domain to another domain. Specifically, the paper considers knowledge transfer from textual domains to image domains. Input consists of some tagged images and their corresponding labe...

Mar 7 2017  
 
 
   
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