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Volumn 2, Issue , 2007, Pages 371-379

A unified energy-based framework for unsupervised learning

Author keywords

[No Author keywords available]

Indexed keywords

AMOUNT OF INFORMATION; DIMENSIONALITY REDUCTION; ENERGY FUNCTIONS; ENERGY-BASED FRAMEWORK; HIGH ENERGY; LOG PARTITION FUNCTION; LOW ENERGIES; NATURAL IMAGES; NON-PROBABILISTIC METHODS; PROBABILISTIC METHODS; PULL UP; TRAINING SAMPLE; UNIFIED FRAMEWORK;

EID: 84862270523     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Conference Paper
Times cited : (91)

References (12)
  • 2
    • 0033592606 scopus 로고    scopus 로고
    • Learning the parts of objects by non-negative matrix factorization
    • Lee, D.D. and Seung, H.S. (1999) Learning the parts of objects by non-negative matrix factorization. Nature, 401:788-791.
    • (1999) Nature , vol.401 , pp. 788-791
    • Lee, D.D.1    Seung, H.S.2
  • 4
    • 0013344078 scopus 로고    scopus 로고
    • Training products of experts by minimizing contrastive divergence
    • Hinton, G.E. (2002) Training products of experts by minimizing contrastive divergence. Neural Computation, 14:1771-1800.
    • (2002) Neural Computation , vol.14 , pp. 1771-1800
    • Hinton, G.E.1
  • 5
    • 33746600649 scopus 로고    scopus 로고
    • Reducing the dimensionality of data with neural networks
    • 28 July 2006
    • Hinton, G. E. and Salakhutdinov, R. R (2006) Reducing the dimensionality of data with neural networks. Science, Vol. 313. no. 5786, pp. 504 507, 28 July 2006.
    • (2006) Science , vol.313 , Issue.5786 , pp. 504-507
    • Hinton, G.E.1    Salakhutdinov, R.R.2
  • 7
    • 0030779611 scopus 로고    scopus 로고
    • Sparse coding with an overcomplete basis set: A strategy employed by V1?
    • Olshausen, B.A. and Field, D.J. (1997) Sparse Coding with an Overcomplete Basis Set: A Strategy Employed by V1? Vision Research, 37:3311-3325.
    • (1997) Vision Research , vol.37 , pp. 3311-3325
    • Olshausen, B.A.1    Field, D.J.2
  • 9
    • 33845584374 scopus 로고    scopus 로고
    • Image denoising via learned dictionaries and sparse representation
    • Elad, M. and Aharon, M. (2006) Image Denoising Via Learned Dictionaries and Sparse Representation. Computer Vision and Pattern Recognition, 895-900.
    • (2006) Computer Vision and Pattern Recognition , pp. 895-900
    • Elad, M.1    Aharon, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.