[PDF] Spherical Convolutional Neural Networks - Infoscience - EPFL
21 jui 2019 · An idea was to leverage the classical CNN to rotational symmetries on spherical signals The DeepSphere model [4] is one of the spherical CNNs
[PDF] Spherical convolutional neural network for diffusion MRI analysis
"Spherical cnns on unstructured grids " arXiv preprint arXiv:1901 02039 (2019) [ 3] Poulenard, Adrien, et al "Effective Rotation-invariant Point CNN with Spherical
[PDF] Spherical Fractal Convolutional Neural Networks - Yongming Rao
Local informa- tion matters in feature learning, which has been proved by the success of CNN architectures Follow-up work called PointNet++ [18] improves the
[PDF] SphereNet: Learning Spherical Representations - CVF Open Access
original spherical image connectivity and, by building on regular convolutions, en - ables the transfer of perspective CNN models to omnidirectional inputs
[PDF] Spherical convolutions and their application in molecular modelling
performance of spherical convolutions in the context of molecular modelling, by At each convolutional layer l a CNN performs discrete convolutions (or a
[PDF] Equivariant Representations with Spherical CNNs - Cisupennedu
introduce a novel equivariant convolutional neural network with spherical in- ariance on the sphere, then delve into CNN representations for 3D data Methods
[PDF] Distortion-aware CNNs for Spherical Images - IJCAI
In this paper, we propose a distortion-aware CNN for 360◦ spherical images Our network is composed of distortion- aware convolutional layers and pooling
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