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Filtering by: Creator Hughes, David Remove constraint Creator: Hughes, David

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  • Mp48sg282?file=thumbnail
    Masters Thesis
    Hughes, David
    Object detection performed by deep neural networks is a popular research task with diverse real-life applications; these target applications will typically have semantic classes outside of the label maps of publically-available, pre-trained models. Th . . .
  • F1881p29q?file=thumbnail
    Student Research
    Hughes, David
    In this poster, I present some of the work that I have done on Apache Spark implementations of randomized Linear Algebra: randomized SVD and randomized QB factorization. The field of randomized Linear Algebra has expanded rapidly in the last decade in . . .
  • 2v23vw82k?file=thumbnail
    Student Research
    Hughes, David
    Many real-life intelligent applications such as human beautification and avatar creation of a single portrait image, rely heavily on accurate hair segmentation. In this paper, we study the use of deep learning to produce hair segmentation. We will inv . . .