Browsing by Author "Kokkinos, Iasonas"

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    Deep Learning for Computer Graphics and Geometry Processing
    (The Eurographics Association, 2019) Bronstein, Michael; Guibas, Leonidas; Kokkinos, Iasonas; Litany, Or; Mitra, Niloy; Monti, Federico; RodolĂ , Emanuele; Jakob, Wenzel and Puppo, Enrico
    In computer graphics and geometry processing, many traditional problems are now becoming increasingly handled by data-driven methods. In an increasing variety of problem settings, deep networks are state-of-the-art, beating dedicated hand-crafted methods by significant margins. This tutorial gives an organized overview of core theory, practice, and graphics-related applications of deep learning.