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02/21/2023
Reinforcement Learning for Block Decomposition of CAD Models
We present a novel AI-assisted method for decomposing (segmenting) plana...
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09/09/2017
Convolutional Dictionary Learning
Convolutional sparse representations are a form of sparse representation...
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08/31/2017
Online Convolutional Dictionary Learning
Convolutional sparse representations are a form of sparse representation...
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06/06/2013
Multiclass Semi-Supervised Learning on Graphs using Ginzburg-Landau Functional Minimization
We present a graph-based variational algorithm for classification of hig...
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03/11/2013
Spectral Clustering with Epidemic Diffusion
Spectral clustering is widely used to partition graphs into distinct mod...
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02/15/2013
Multiclass Data Segmentation using Diffuse Interface Methods on Graphs
We present two graph-based algorithms for multiclass segmentation of hig...
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12/05/2012