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@timzhang642, please add our paper "SampleNet: Differentiable Point Cloud Sampling", which was accepted to CVPR 2020 (oral). The paper is about a task-oriented sampling approach for point clouds. It is applied to point cloud classification, registration and reconstruction tasks.