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06/23/2023
Magenta Green Screen: Spectrally Multiplexed Alpha Matting with Deep Colorization
We introduce Magenta Green Screen, a novel machine learning–enabled matt...
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01/28/2022
Wassersplines for Stylized Neural Animation
Much of computer-generated animation is created by manipulating meshes w...
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11/17/2021
DeepCurrents: Learning Implicit Representations of Shapes with Boundaries
Recent techniques have been successful in reconstructing surfaces as lev...
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09/13/2021
Interactive All-Hex Meshing via Cuboid Decomposition
Standard PolyCube-based hexahedral (hex) meshing methods aim to deform t...
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04/29/2021
MarioNette: Self-Supervised Sprite Learning
Visual content often contains recurring elements. Text is made up of gly...
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04/26/2021
HodgeNet: Learning Spectral Geometry on Triangle Meshes
Constrained by the limitations of learning toolkits engineered for other...
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04/30/2020
Polygonal Building Segmentation by Frame Field Learning
While state of the art image segmentation models typically output segmen...
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06/28/2019
Deep Sketch-Based Modeling of Man-Made Shapes
Sketch-based modeling aims to model 3D geometry using a concise and easy...
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04/18/2019