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Compressing convolutional neural networks with hierarchical Tucker-2 decomposition

Mateusz Gabor, Rafał Zdunek

2022Applied Soft Computing23 citationsDOI

Topics & Concepts

Tucker decompositionFLOPSComputer scienceConvolutional neural networkKernel (algebra)Tensor (intrinsic definition)Artificial intelligenceConvolution (computer science)PruningTensor decompositionReduction (mathematics)Pattern recognition (psychology)Rank (graph theory)Artificial neural networkDecompositionDeep learningAlgorithmMathematicsParallel computingGeometryEcologyBiologyPure mathematicsAgronomyCombinatoricsTensor decomposition and applicationsAdvanced Neural Network Applications
Compressing convolutional neural networks with hierarchical Tucker-2 decomposition | Litcius