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07/20/2022
NeuralBF: Neural Bilateral Filtering for Top-down Instance Segmentation on Point Clouds
We introduce a method for instance proposal generation for 3D point clou...
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06/07/2021
Deep Medial Fields
Implicit representations of geometry, such as occupancy fields or signed...
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12/08/2020
Canonical Capsules: Unsupervised Capsules in Canonical Pose
We propose an unsupervised capsule architecture for 3D point clouds. We ...
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11/27/2020
Unsupervised part representation by Flow Capsules
Capsule networks are designed to parse an image into a hierarchy of obje...
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11/25/2020
DeRF: Decomposed Radiance Fields
With the advent of Neural Radiance Fields (NeRF), neural networks can no...
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10/21/2020
Voronoi Convolutional Neural Networks
In this technical report, we investigate extending convolutional neural ...
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09/12/2019
CvxNets: Learnable Convex Decomposition
Any solid object can be decomposed into a collection of convex polytopes...
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09/12/2019
