메뉴 건너뛰기




Volumn 38, Issue , 2015, Pages 626-634

Max-margin zero-shot learning for multi-class classification

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; CLASSIFIERS; LEARNING SYSTEMS; SEMANTICS; SUPERVISED LEARNING;

EID: 84954312051     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Conference Paper
Times cited : (18)

References (28)
  • 2
    • 84898411890 scopus 로고    scopus 로고
    • Single-example learning of novel classes using representation by similarity
    • E. Bart and S. Ullman. Single-example learning of novel classes using representation by similarity. In Proceedings of BMVC, 2005.
    • (2005) Proceedings of BMVC
    • Bart, E.1    Ullman, S.2
  • 5
    • 0010442827 scopus 로고    scopus 로고
    • On the algorithmic implementation of multiclass kernel-based vector machines
    • K. Crammer and Y. Singer. On the algorithmic implementation of multiclass kernel-based vector machines. JMLR, 2:265-292, 2001.
    • (2001) JMLR , vol.2 , pp. 265-292
    • Crammer, K.1    Singer, Y.2
  • 6
    • 84908179571 scopus 로고    scopus 로고
    • Learning with augmented class by exploiting unlabeled data
    • Q. Da, Y. Yu, and Z. Zhou. Learning with augmented class by exploiting unlabeled data. In Proceedings of AAAI, 2014.
    • (2014) Proceedings of AAAI
    • Da, Q.1    Yu, Y.2    Zhou, Z.3
  • 8
    • 33144466753 scopus 로고    scopus 로고
    • One-shot learning of object categories
    • Li Fei-Fei, R. Fergus, and P. Perona. One-shot learning of object categories. TPAMI, 28(4):594-611, 2006.
    • (2006) TPAMI , vol.28 , Issue.4 , pp. 594-611
    • Fei-Fei, L.1    Fergus, R.2    Perona, P.3
  • 9
    • 84880915872 scopus 로고    scopus 로고
    • Computing semantic relatedness using wikipedia-based explicit semantic analysis
    • E. Gabrilovich and S. Markovitch. Computing semantic relatedness using wikipedia-based explicit semantic analysis. In Proceedings of IJCAI, 2007.
    • (2007) Proceedings of IJCAI
    • Gabrilovich, E.1    Markovitch, S.2
  • 12
    • 84908180972 scopus 로고    scopus 로고
    • Learning to recognize novel objects in one shot through human-robot interactions in natural language dialogues
    • E. Krause, M. Zillich, T. Williams, and M. Scheutz. Learning to recognize novel objects in one shot through human-robot interactions in natural language dialogues. In Proceedings of AAAI, 2014.
    • (2014) Proceedings of AAAI
    • Krause, E.1    Zillich, M.2    Williams, T.3    Scheutz, M.4
  • 14
    • 70450172710 scopus 로고    scopus 로고
    • Learning to detect unseen object classes by between-class attribute transfer
    • C. Lampert, H. Nickisch, and S. Harmeling. Learning to detect unseen object classes by between-class attribute transfer. In Proceedings of CVPR, 2009.
    • (2009) Proceedings of CVPR
    • Lampert, C.1    Nickisch, H.2    Harmeling, S.3
  • 15
    • 84894522762 scopus 로고    scopus 로고
    • Attribute-based classification for zero-shot visual object categorization
    • C. Lampert, H. Nickisch, and S. Harmeling. Attribute-based classification for zero-shot visual object categorization. TPAMI, 36(3):453-465, 2014.
    • (2014) TPAMI , vol.36 , Issue.3 , pp. 453-465
    • Lampert, C.1    Nickisch, H.2    Harmeling, S.3
  • 16
    • 84884582871 scopus 로고    scopus 로고
    • Distance-based image classification: Generalizing to new classes at near-zero cost
    • T. Mensink, J. Verbeek, F. Perronnin, and G. Csurka. Distance-based image classification: Generalizing to new classes at near-zero cost. TPAMI, 35(11):2624-2637, 2013.
    • (2013) TPAMI , vol.35 , Issue.11 , pp. 2624-2637
    • Mensink, T.1    Verbeek, J.2    Perronnin, F.3    Csurka, G.4
  • 17
    • 84911410734 scopus 로고    scopus 로고
    • Costa: Cooccurrence statistics for zero-shot classification
    • T. Mensink, E. Gavves, and C. Snoek. Costa: Cooccurrence statistics for zero-shot classification. In Proceedings of CVPR, 2014.
    • (2014) Proceedings of CVPR
    • Mensink, T.1    Gavves, E.2    Snoek, C.3
  • 20
    • 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
  • 22
    • 84866637964 scopus 로고    scopus 로고
    • Sun attribute database: Discovering, annotating, and recognizing scene attributes
    • G. Patterson and J. Hays. Sun attribute database: Discovering, annotating, and recognizing scene attributes. In Proceeding of CVPR, 2012.
    • (2012) Proceeding of CVPR
    • Patterson, G.1    Hays, J.2
  • 23
    • 80052892795 scopus 로고    scopus 로고
    • Evaluating knowledge transfer and zero-shot learning in a large-scale setting
    • M. Rohrbach, M. Stark, and B. Schiele. Evaluating knowledge transfer and zero-shot learning in a large-scale setting. In Proceedings of CVPR, 2011.
    • (2011) Proceedings of CVPR
    • Rohrbach, M.1    Stark, M.2    Schiele, B.3
  • 27
    • 29344456217 scopus 로고    scopus 로고
    • Unsupervised and semi-supervised multi-class support vector machines
    • L. Xu and D. Schuurmans. Unsupervised and semi-supervised multi-class support vector machines. In Proceedings of AAAI, 2005.
    • (2005) Proceedings of AAAI
    • Xu, L.1    Schuurmans, D.2
  • 28
    • 84855413670 scopus 로고    scopus 로고
    • Attribute-based transfer learning for object categorization with zero/one training example
    • X. Yu and Y. Aloimonos. Attribute-based transfer learning for object categorization with zero/one training example. In Proceedings of ECCV, 2010.
    • (2010) Proceedings of ECCV
    • Yu, X.1    Aloimonos, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.