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Tensor Decomposition for Model Reduction in Neural Networks: A Review

Tensor Decomposition for Model Reduction in Neural Networks: A Review

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2806661362

Tensor Decomposition for Model Reduction in Neural Networks: A Review

About this item

Full title

Tensor Decomposition for Model Reduction in Neural Networks: A Review

Author / Creator

Publisher

Ithaca: Cornell University Library, arXiv.org

Journal title

arXiv.org, 2023-04

Language

English

Formats

Publication information

Publisher

Ithaca: Cornell University Library, arXiv.org

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Scope and Contents

Contents

Modern neural networks have revolutionized the fields of computer vision (CV) and Natural Language Processing (NLP). They are widely used for solving complex CV tasks and NLP tasks such as image classification, image generation, and machine translation. Most state-of-the-art neural networks are over-parameterized and require a high computational co...

Alternative Titles

Full title

Tensor Decomposition for Model Reduction in Neural Networks: A Review

Authors, Artists and Contributors

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Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2806661362

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2806661362

Other Identifiers

E-ISSN

2331-8422

DOI

10.48550/arxiv.2304.13539

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