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Volumn 9909 LNCS, Issue , 2016, Pages 730-746

Improving semantic embedding consistency by metric learning for zero-shot classiffication

Author keywords

Attributes; Semantic embedding; Zero shot learning

Indexed keywords

EMBEDDINGS; SEMANTICS;

EID: 84990040797     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-46454-1_44     Document Type: Conference Paper
Times cited : (173)

References (47)
  • 4
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • Lowe, D.G.: Distinctive image features from scale-invariant keypoints. Int. J. Comput. Vis. (IJCV) 60(2), 91-110 (2004)
    • (2004) Int. J. Comput. Vis. (IJCV) , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.G.1
  • 8
    • 84965161185 scopus 로고    scopus 로고
    • Very deep convolutional networks for large-scale image recognition
    • Simonyan, K., Zisserman, A.: Very deep convolutional networks for large-scale image recognition. In: ICLR (2014)
    • (2014) ICLR
    • Simonyan, K.1    Zisserman, A.2
  • 9
    • 84945972026 scopus 로고    scopus 로고
    • Understanding convolutional neural networks in terms of category-level attributes
    • Cremers, D., Reid, I., Saito, H., Yang, M.-H. (eds.), Springer, Heidelberg
    • Ozeki, M., Okatani, T.: Understanding convolutional neural networks in terms of category-level attributes. In: Cremers, D., Reid, I., Saito, H., Yang, M.-H. (eds.) ACCV 2014. LNCS, vol. 9004, pp. 362-375. Springer, Heidelberg (2015)
    • (2015) ACCV 2014. LNCS , vol.9004 , pp. 362-375
    • Ozeki, M.1    Okatani, T.2
  • 12
    • 84894522762 scopus 로고    scopus 로고
    • Attribute-based classification for zeroshot visual object categorization
    • Lampert, C.H., Nickisch, H., Harmeling, S.: Attribute-based classification for zeroshot visual object categorization. IEEE Trans. Pattern Anal. Mach. Intell. 36(3), 453-465 (2014)
    • (2014) IEEE Trans. Pattern Anal. Mach. Intell , vol.36 , Issue.3 , pp. 453-465
    • Lampert, C.H.1    Nickisch, H.2    Harmeling, S.3
  • 15
    • 78149327581 scopus 로고    scopus 로고
    • Automatic attribute discovery and characterization from noisy web data
    • Daniilidis, K., Maragos, P., Paragios, N. (eds.), Springer, Heidelberg
    • Berg, T.L., Berg, A.C., Shih, J.: Automatic attribute discovery and characterization from noisy web data. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part I. LNCS, vol. 6311, pp. 663-676. Springer, Heidelberg (2010)
    • (2010) ECCV 2010, Part I. LNCS , vol.6311 , pp. 663-676
    • Berg, T.L.1    Berg, A.C.2    Shih, J.3
  • 22
    • 78149314622 scopus 로고    scopus 로고
    • A discriminative latent model of object classes and attributes
    • Daniilidis, K., Maragos, P., Paragios, N. (eds.), Springer, Heidelberg
    • Wang, Y., Mori, G.: A discriminative latent model of object classes and attributes. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part V. LNCS, vol. 6315, pp. 155-168. Springer, Heidelberg (2010)
    • (2010) ECCV 2010, Part V. LNCS , vol.6315 , pp. 155-168
    • Wang, Y.1    Mori, G.2
  • 29
    • 84867117593 scopus 로고    scopus 로고
    • WSABIE: Scaling up to large vocabulary image annotation
    • Weston, J., Bengio, S., Usunier, N.: WSABIE: scaling up to large vocabulary image annotation. In: IJCAI. 2764-2770. (2011)
    • (2011) IJCAI , pp. 2764-2770
    • Weston, J.1    Bengio, S.2    Usunier, N.3
  • 37
    • 84906511785 scopus 로고    scopus 로고
    • Transductive multi-view embedding for zero-shot recognition and annotation
    • Fleet, D., Pajdla, T., Schiele, B., Tuytelaars, T. (eds.), Springer, Heidelberg
    • Fu, Y., Hospedales, T.M., Xiang, T., Fu, Z., Gong, S.: Transductive multi-view embedding for zero-shot recognition and annotation. In: Fleet, D., Pajdla, T., Schiele, B., Tuytelaars, T. (eds.) ECCV 2014, Part II. LNCS, vol. 8690, pp. 584-599. Springer, Heidelberg (2014)
    • (2014) ECCV 2014, Part II. LNCS , vol.8690 , pp. 584-599
    • Fu, Y.1    Hospedales, T.M.2    Xiang, T.3    Fu, Z.4    Gong, S.5
  • 40
    • 84867864557 scopus 로고    scopus 로고
    • Metric learning for large scale image classification: Generalizing to new classes at near-zero cost
    • Fitzgibbon, A., Lazebnik, S., Perona, P., Sato, Y., Schmid, C. (eds.), Springer, Heidelberg
    • Mensink, T., Verbeek, J., Perronnin, F., Csurka, G.: Metric learning for large scale image classification: generalizing to new classes at near-zero cost. In: Fitzgibbon, A., Lazebnik, S., Perona, P., Sato, Y., Schmid, C. (eds.) ECCV 2012, Part II. LNCS, vol. 7573, pp. 488-501. Springer, Heidelberg (2012)
    • (2012) ECCV 2012, Part II. LNCS , vol.7573 , pp. 488-501
    • Mensink, T.1    Verbeek, J.2    Perronnin, F.3    Csurka, G.4
  • 41
    • 84990043919 scopus 로고    scopus 로고
    • Exploiting view-specific appearance similarities across classes for zero-shot pose prediction: A metric learning approach
    • Phoenix, Arizona, USA, 12-17 February
    • Kuznetsova, A., Hwang, S.J., Rosenhahn, B., Sigal, L.: Exploiting view-specific appearance similarities across classes for zero-shot pose prediction: a metric learning approach. In: Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, Phoenix, Arizona, USA, 12-17 February 2016, pp. 3523-3529 (2016)
    • (2016) Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence , pp. 3523-3529
    • Kuznetsova, A.1    Hwang, S.J.2    Rosenhahn, B.3    Sigal, L.4
  • 45
    • 84900870389 scopus 로고    scopus 로고
    • The SUN attribute database: Beyond categories for deeper scene understanding
    • Patterson, G., Xu, C., Su, H., Hays, J.: The SUN attribute database: beyond categories for deeper scene understanding. Int. J. Comput. Vis. (IJCV) 108(12), 59-81 (2014)
    • (2014) Int. J. Comput. Vis. (IJCV) , vol.108 , Issue.12 , pp. 59-81
    • Patterson, G.1    Xu, C.2    Su, H.3    Hays, J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.