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Volumn , Issue , 2014, Pages 1051-1058

Fantope regularization in metric learning

Author keywords

Distance Metric Learning; Fantope; Fantope Regularization; Metric Learning

Indexed keywords

CLASSIFICATION (OF INFORMATION); EIGENVALUES AND EIGENFUNCTIONS; LEARNING SYSTEMS; LEARNING TO RANK; PATTERN RECOGNITION;

EID: 84911453134     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2014.138     Document Type: Conference Paper
Times cited : (29)

References (28)
  • 2
    • 80051762104 scopus 로고    scopus 로고
    • Distributed optimization and statistical learning via the alternating direction method of multipliers
    • S. Boyd, N. Parikh, E. Chu, B. Peleato, and J. Eckstein. Distributed optimization and statistical learning via the alternating direction method of multipliers. Foundations and Trends in Machine Learning, 3(1):1-122, 2011.
    • (2011) Foundations and Trends in Machine Learning , vol.3 , Issue.1 , pp. 1-122
    • Boyd, S.1    Parikh, N.2    Chu, E.3    Peleato, B.4    Eckstein, J.5
  • 3
    • 77951165246 scopus 로고    scopus 로고
    • Large scale online learning of image similarity through ranking
    • G. Chechik, V. Sharma, U. Shalit, and S. Bengio. Large scale online learning of image similarity through ranking. JMLR, 11:1109-1135, 2010.
    • (2010) JMLR , vol.11 , pp. 1109-1135
    • Chechik, G.1    Sharma, V.2    Shalit, U.3    Bengio, S.4
  • 8
    • 50649117726 scopus 로고    scopus 로고
    • Learning globally-consistent local distance functions for shape-based image retrieval and classification
    • A. Frome, Y. Singer, F. Sha, and J. Malik. Learning globally-consistent local distance functions for shape-based image retrieval and classification. In ICCV, 2007.
    • (2007) ICCV
    • Frome, A.1    Singer, Y.2    Sha, F.3    Malik, J.4
  • 9
    • 84875952649 scopus 로고    scopus 로고
    • Unsupervised and supervised visual codes with restricted boltzmann machines
    • H. Goh, N. Thome, M. Cord, and J. Lim. Unsupervised and supervised visual codes with restricted boltzmann machines. In ECCV, 2012.
    • (2012) ECCV
    • Goh, H.1    Thome, N.2    Cord, M.3    Lim, J.4
  • 10
    • 77953178820 scopus 로고    scopus 로고
    • Is that you? Metric learning approaches for face identification
    • M. Guillaumin, J. Verbeek, and C. Schmid. Is that you? metric learning approaches for face identification. In ICCV, 2009.
    • (2009) ICCV
    • Guillaumin, M.1    Verbeek, J.2    Schmid, C.3
  • 12
    • 77953185711 scopus 로고    scopus 로고
    • Attribute and simile classifiers for face verification
    • N. Kumar, A. Berg, P. Belhumeur, and S. Nayar. Attribute and simile classifiers for face verification. In ICCV, 2009.
    • (2009) ICCV
    • Kumar, N.1    Berg, A.2    Belhumeur, P.3    Nayar, S.4
  • 13
    • 84898796374 scopus 로고    scopus 로고
    • Quadruplet-wise image similarity learning
    • M. T. Law, N. Thome, and M. Cord. Quadruplet-wise image similarity learning. In ICCV, 2013.
    • (2013) ICCV
    • Law, M.T.1    Thome, N.2    Cord, M.3
  • 14
    • 84897478152 scopus 로고    scopus 로고
    • Robust structural metric learning
    • D. Lim, B. McFee, and G. Lanckriet. Robust structural metric learning. In ICML, 2013.
    • (2013) ICML
    • Lim, D.1    McFee, B.2    Lanckriet, G.3
  • 15
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • D. Lowe. Distinctive image features from scale-invariant keypoints. IJCV, 60(2):91-110, 2004.
    • (2004) IJCV , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.1
  • 16
    • 77956528213 scopus 로고    scopus 로고
    • Metric learning to rank
    • B. McFee and G. Lanckriet. Metric learning to rank. In ICML, 2010.
    • (2010) ICML
    • McFee, B.1    Lanckriet, G.2
  • 18
    • 84866651553 scopus 로고    scopus 로고
    • Pcca: A new approach for distance learning from sparse pairwise constraints
    • A. Mignon and F. Jurie. Pcca: A new approach for distance learning from sparse pairwise constraints. In CVPR, 2012.
    • (2012) CVPR
    • Mignon, A.1    Jurie, F.2
  • 19
    • 0035328421 scopus 로고    scopus 로고
    • Modeling the shape of the scene: A holistic representation of the spatial envelope
    • A. Oliva and A. Torralba. Modeling the shape of the scene: A holistic representation of the spatial envelope. IJCV, 42(3):145-175, 2001.
    • (2001) IJCV , vol.42 , Issue.3 , pp. 145-175
    • Oliva, A.1    Torralba, A.2
  • 20
  • 21
    • 9444220002 scopus 로고    scopus 로고
    • Learning a distance metric from relative comparisons
    • M. Schultz and T. Joachims. Learning a distance metric from relative comparisons. In NIPS, 2003.
    • (2003) NIPS
    • Schultz, M.1    Joachims, T.2
  • 23
    • 84863356728 scopus 로고    scopus 로고
    • Positive semidefinite metric learning with boosting
    • C. Shen, J. Kim, L. Wang, and A. van den Hengel. Positive semidefinite metric learning with boosting. In NIPS, 2009.
    • (2009) NIPS
    • Shen, C.1    Kim, J.2    Wang, L.3    Hengel Den A.Van4
  • 24
    • 0345414182 scopus 로고    scopus 로고
    • Video google: A text retrieval approach to object matching in videos
    • J. Sivic and A. Zisserman. Video google: A text retrieval approach to object matching in videos. In ICCV, 2003.
    • (2003) ICCV
    • Sivic, J.1    Zisserman, A.2
  • 26
    • 61749090884 scopus 로고    scopus 로고
    • Distance metric learning for large margin nearest neighbor classification
    • K. Weinberger and L. Saul. Distance metric learning for large margin nearest neighbor classification. JMLR, 10:207-244, 2009.
    • (2009) JMLR , vol.10 , pp. 207-244
    • Weinberger, K.1    Saul, L.2
  • 27
    • 85133386144 scopus 로고    scopus 로고
    • Distance metric learning, with application to clustering with side-information
    • E. Xing, A. Ng, M. Jordan, and S. Russell. Distance metric learning, with application to clustering with side-information. In NIPS, 2002.
    • (2002) NIPS
    • Xing, E.1    Ng, A.2    Jordan, M.3    Russell, S.4
  • 28
    • 70450209196 scopus 로고    scopus 로고
    • Linear spatial pyramid matching using sparse coding for image classification
    • J. Yang, K. Yu, Y. Gong, and T. Huang. Linear spatial pyramid matching using sparse coding for image classification. In CVPR, 2009.
    • (2009) CVPR
    • Yang, J.1    Yu, K.2    Gong, Y.3    Huang, T.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.