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12/01/2022
The Effect of Data Dimensionality on Neural Network Prunability
Practitioners prune neural networks for efficiency gains and generalizat...
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10/25/2022
Pruning's Effect on Generalization Through the Lens of Training and Regularization
Practitioners frequently observe that pruning improves model generalizat...
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08/19/2020
Compiling ONNX Neural Network Models Using MLIR
Deep neural network models are becoming increasingly popular and have be...
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10/26/2019
Novel Co-variant Feature Point Matching Based on Gaussian Mixture Model
The feature frame is a key idea of feature matching problem between two ...
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02/09/2019
Clustering Bioactive Molecules in 3D Chemical Space with Unsupervised Deep Learning
Unsupervised clustering has broad applications in data stratification, p...
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10/23/2016
