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20162025
most citedSpherical Convolutional Neural Network for 3D Point Clouds

19 citations · 70 across the 12 of their papers we have counts for

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Showing 2021Show all

3 papers · 1 filter

physics.comp-ph2021★ 8 cited

DeePN: A deep learning-based non-Newtonian hydrodynamic model

Lidong Fang, Pei Ge, Lei Zhang +2

A long standing problem in the modeling of non-Newtonian hydrodynamics of polymeric flows is the availability of reliable and interpretable hydrodynamic models that faithfully enco…

cs.CV2021★ 4 cited

Mesh Convolution with Continuous Filters for 3D Surface Parsing

Huan Lei, Naveed Akhtar, Mubarak Shah +1

Geometric feature learning for 3D surfaces is critical for many applications in computer graphics and 3D vision. However, deep learning currently lags in hierarchical modeling of 3…

cs.CV2021

Picasso: A CUDA-based Library for Deep Learning over 3D Meshes

Huan Lei, Naveed Akhtar, Ajmal Mian

We present Picasso, a CUDA-based library comprising novel modules for deep learning over complex real-world 3D meshes. Hierarchical neural architectures have proved effective in mu…