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Volumn , Issue , 2015, Pages

Discovering hidden factors of variation in deep networks

Author keywords

[No Author keywords available]

Indexed keywords

AUTOENCODERS; CROSS-COVARIANCE; DEEP ARCHITECTURES; HANDWRITING STYLES; HANDWRITTEN DIGIT; REGULARIZATION TERMS; TORONTO;

EID: 85083952152     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (64)

References (30)
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    • Bilinear models of natural images
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    • Bruno A Olshausen, Charles Cadieu, Jack Culpepper, and David K Warland, “Bilinear models of natural images,” in Electronic Imaging 2007. International Society for Optics and Photonics, 2007, pp. 649206–649206.
    • (2007) Electronic Imaging 2007 , pp. 649206
    • Olshausen, B.A.1    Cadieu, C.2    Culpepper, J.3    Warland, D.K.4
  • 7
    • 77953520240 scopus 로고    scopus 로고
    • Learning to represent spatial transformations with factored higher-order boltzmann machines
    • Roland Memisevic and Geoffrey E Hinton, “Learning to represent spatial transformations with factored higher-order boltzmann machines,” Neural Computation, vol. 22, no. 6, pp. 1473–1492, 2010.
    • (2010) Neural Computation , vol.22 , Issue.6 , pp. 1473-1492
    • Memisevic, R.1    Hinton, G.E.2
  • 8
    • 70349705656 scopus 로고    scopus 로고
    • A structured model of video reproduces primary visual cortical organisation
    • Pietro Berkes, Richard E Turner, and Maneesh Sahani, “A structured model of video reproduces primary visual cortical organisation,” PLoS computational biology, vol. 5, no. 9, pp. e1000495, 2009.
    • (2009) PLoS Computational Biology , vol.5 , Issue.9
    • Berkes, P.1    Turner, R.E.2    Sahani, M.3
  • 9
    • 84861163812 scopus 로고    scopus 로고
    • Learning intermediate-level representations of form and motion from natural movies
    • Charles F Cadieu and Bruno A Olshausen, “Learning intermediate-level representations of form and motion from natural movies,” Neural computation, vol. 24, no. 4, pp. 827–866, 2012.
    • (2012) Neural Computation , vol.24 , Issue.4 , pp. 827-866
    • Cadieu, C.F.1    Olshausen, B.A.2
  • 14
    • 79551480483 scopus 로고    scopus 로고
    • Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion
    • Pascal Vincent, Hugo Larochelle, Isabelle Lajoie, Yoshua Bengio, and Pierre-Antoine Manzagol, “Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion,” The Journal of Machine Learning Research, vol. 11, pp. 3371–3408, 2010.
    • (2010) The Journal of Machine Learning Research , vol.11 , pp. 3371-3408
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    • Disentangling factors of variation for facial expression recognition
    • Springer
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    • Rifai, S.1    Bengio, Y.2    Courville, A.3    Vincent, P.4    Mirza, M.5
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    • Quickly generating representative samples from an rbm-derived process
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.