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  • Monte Carlo convolution for learning on non-uniformly sampled point clouds 

    Hermosilla Casajús, Pedro; Ristchel, Tobias; Vázquez Alcocer, Pere Pau; Vinacua Pla, Álvaro; Ropinski, Timo (2018-11)
    Article
    Open Access
    Deep learning systems extensively use convolution operations to process input data. Though convolution is clearly defined for structured data such as 2D images or 3D volumes, this is not true for other data types such as ...