Browsing Department of Computational and Data Sciences (CDS) by Subject "Convolutional Neural Networks"

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    • Deep Visual Representations: A study on Augmentation, Visualization, and Robustness 

      Mopuri, Konda Reddy
      Deep neural networks have resulted in unprecedented performances for various learning tasks. Particularly, Convolutional Neural Networks (CNNs) are shown to learn representations that can efficiently discriminate hundreds ...

    • Image Representation using Attribute-Graphs 

      Prabhu, Nikita (2017-12-13)
      In a digital world of Flickr, Picasa and Google Images, developing a semantic image represen-tation has become a vital problem. Image processing and computer vision researchers to date, have used several di erent representations ...