Monte Carlo Convolution for Learning on Non-Uniformly Sampled Point Clouds

Pedro Hermosilla, Tobias Ritschel, Pere-Pau Vázquez +2

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…