Factors of Transferability for a Generic ConvNet Representation

Sullivan, Josephine; Maki, Atsuto; Carlsson, Stefan; Azizpour, Hossein; Razavian, Ali Sharif

doi:10.1109/TPAMI.2015.2500224

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Factors of Transferability for a Generic ConvNet Representation

Author(s): Hossein Azizpour , Ali Sharif Razavian , Josephine Sullivan , Atsuto Maki , Stefan Carlsson

Publication date (Print): September 1 2016

Journal: IEEE Transactions on Pattern Analysis and Machine Intelligence

Publisher: Institute of Electrical and Electronics Engineers (IEEE)

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CNN Features Off-the-Shelf: An Astounding Baseline for Recognition

Ali Sharif Razavian, Hossein Azizpour, Josephine Sullivan … (2014)

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Learning and Transferring Mid-level Image Representations Using Convolutional Neural Networks

Maxime Oquab, Léon Bottou, Ivan Laptev … (2014)

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SUN database: Large-scale scene recognition from abbey to zoo

Antonio N Torralba, Aude Oliva, Krista A. Ehinger … (2010)

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Author and article information

Journal

Title: IEEE Transactions on Pattern Analysis and Machine Intelligence

Abbreviated Title: IEEE Trans. Pattern Anal. Mach. Intell.

Publisher: Institute of Electrical and Electronics Engineers (IEEE)

ISSN (Print): 0162-8828

ISSN (Electronic): 2160-9292

Publication date Created: September 1 2016

Publication date (Print): September 1 2016

Volume: 38

Issue: 9

Pages: 1790-1802

Article

DOI: 10.1109/TPAMI.2015.2500224

PubMed ID: 26584488

SO-VID: 6fa37923-3974-4211-8676-e333e02ebbce

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Factors of Transferability for a Generic ConvNet Representation

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Most cited references 27

CNN Features Off-the-Shelf: An Astounding Baseline for Recognition

Learning and Transferring Mid-level Image Representations Using Convolutional Neural Networks

SUN database: Large-scale scene recognition from abbey to zoo

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