• Login
    Search 
    •   etd@IISc
    • Division of Interdisciplinary Research
    • Department of Computational and Data Sciences (CDS)
    • Search
    •   etd@IISc
    • Division of Interdisciplinary Research
    • Department of Computational and Data Sciences (CDS)
    • Search
    JavaScript is disabled for your browser. Some features of this site may not work without it.

    Search

    Show Advanced FiltersHide Advanced Filters

    Filters

    Use filters to refine the search results.

    Now showing items 1-2 of 2

    • Sort Options:
    • Relevance
    • Title Asc
    • Title Desc
    • Issue Date Asc
    • Issue Date Desc
    • Results Per Page:
    • 5
    • 10
    • 20
    • 40
    • 60
    • 80
    • 100

    Data-efficient Deep Learning Algorithms for Computer Vision Applications 

    Nayak, Gaurav Kumar
    The performance of any deep learning model depends heavily on the quantity and quality of the available training data. The generalization of the trained deep models improves with the availability of a large number of ...

    Efficient and Effective Algorithms for Improving the Robustness of Deep Neural Networks 

    Addepalli, Sravanti
    Deep Neural Networks achieve near-human performance on several benchmark datasets, yet they are not as robust as humans. Their success relies on the proximity of test samples to the distribution of training data, resulting ...

    etd@IISc is a joint service of SERC & J R D Tata Memorial (JRDTML) Library || Powered by DSpace software || DuraSpace
    Contact Us | Send Feedback | Thesis Templates
    Theme by 
    Atmire NV
     

     

    Browse

    All of etd@IIScCommunities & CollectionsTitlesAuthorsAdvisorsSubjectsBy Thesis Submission DateThis CollectionTitlesAuthorsAdvisorsSubjectsBy Thesis Submission Date

    My Account

    LoginRegister

    Discover

    AuthorAddepalli, Sravanti (1)Nayak, Gaurav Kumar (1)Subject
    Adversarial Robustness (2)
    Deep Learning (2)TECHNOLOGY (2)Absence of training data (1)Adversarial Defenses (1)Adversarial Machine Learning (1)Bit Plane Feature Consistency Regularizer (1)Computer Vision (1)Data-efficient Deep Learning (1)Deep Neural Networks (1)... View MoreHas File(s)Yes (2)

    etd@IISc is a joint service of SERC & J R D Tata Memorial (JRDTML) Library || Powered by DSpace software || DuraSpace
    Contact Us | Send Feedback | Thesis Templates
    Theme by 
    Atmire NV