메뉴 건너뛰기




Volumn , Issue , 2013, Pages 1789-1794

Learning compact hashing codes for efficient tag completion and prediction

Author keywords

Hashing; Multi label learning; Tag completion

Indexed keywords

COORDINATE DESCENT METHODS; DISCRETE OPTIMIZATION PROBLEMS; HASHING; LARGE-SCALE APPLICATIONS; MULTI-LABEL LEARNING; OPTIMIZATION PROCEDURES; ORTHOGONAL TRANSFORMATIONS; STATE-OF-THE-ART METHODS;

EID: 84889608815     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2505515.2505649     Document Type: Conference Paper
Times cited : (19)

References (27)
  • 1
    • 85162451485 scopus 로고    scopus 로고
    • Matrix completion for multi-label image classification
    • R. S. Cabral, F. D. la Torre, J. P. Costeira, and A. Bernardino. Matrix completion for multi-label image classification. In NIPS, pages 190-198, 2011.
    • (2011) NIPS , pp. 190-198
    • Cabral, R.S.1    La Torre, F.D.2    Costeira, J.P.3    Bernardino, A.4
  • 2
    • 77951291046 scopus 로고    scopus 로고
    • A singular value thresholding algorithm for matrix completion
    • J.-F. Cai, E. J. Candès, and Z. Shen. A singular value thresholding algorithm for matrix completion. SIAM Journal on Optimization, 20(4):1956-1982, 2010.
    • (2010) SIAM Journal on Optimization , vol.20 , Issue.4 , pp. 1956-1982
    • Cai, J.-F.1    Candès, E.J.2    Shen, Z.3
  • 3
    • 70450163017 scopus 로고    scopus 로고
    • Efficient multi-label classification with hypergraph regularization
    • G. Chen, J. Zhang, F. Wang, C. Zhang, and Y. Gao. Efficient multi-label classification with hypergraph regularization. In CVPR, pages 1658-1665, 2009.
    • (2009) CVPR , pp. 1658-1665
    • Chen, G.1    Zhang, J.2    Wang, F.3    Zhang, C.4    Gao, Y.5
  • 4
    • 74049158146 scopus 로고    scopus 로고
    • Nus-wide: A real-world web image database from national university of Singapore
    • T.-S. Chua, J. Tang, R. Hong, H. Li, Z. Luo, and Y. Zheng. Nus-wide: a real-world web image database from national university of singapore. In CIVR, 2009.
    • (2009) CIVR
    • Chua, T.-S.1    Tang, J.2    Hong, R.3    Li, H.4    Luo, Z.5    Zheng, Y.6
  • 6
    • 77953180995 scopus 로고    scopus 로고
    • Discriminative models for multi-class object layout
    • C. Desai, D. Ramanan, and C. Fowlkes. Discriminative models for multi-class object layout. In ICCV, pages 229-236, 2009.
    • (2009) ICCV , pp. 229-236
    • Desai, C.1    Ramanan, D.2    Fowlkes, C.3
  • 7
    • 78651330467 scopus 로고    scopus 로고
    • Hybrid tag recommendation for social annotation systems
    • J. Gemmell, T. Schimoler, B. Mobasher, and R. D. Burke. Hybrid tag recommendation for social annotation systems. In CIKM, pages 829-838, 2010.
    • (2010) CIKM , pp. 829-838
    • Gemmell, J.1    Schimoler, T.2    Mobasher, B.3    Burke, R.D.4
  • 8
    • 77953202699 scopus 로고    scopus 로고
    • Tagprop: Discriminative metric learning in nearest neighbor models for image auto-annotation
    • M. Guillaumin, T. Mensink, J. J. Verbeek, and C. Schmid. Tagprop: Discriminative metric learning in nearest neighbor models for image auto-annotation. In ICCV, pages 309-316, 2009.
    • (2009) ICCV , pp. 309-316
    • Guillaumin, M.1    Mensink, T.2    Verbeek, J.J.3    Schmid, C.4
  • 9
    • 84861443014 scopus 로고    scopus 로고
    • Multi-label classification using conditional dependency networks
    • Y. Guo and S. Gu. Multi-label classification using conditional dependency networks. In IJCAI, pages 1300-1305, 2011.
    • (2011) IJCAI , pp. 1300-1305
    • Guo, Y.1    Gu, S.2
  • 10
    • 77956531458 scopus 로고    scopus 로고
    • Large scale max-margin multi-label classification with priors
    • B. Hariharan, L. Zelnik-Manor, S. V. N. Vishwanathan, and M. Varma. Large scale max-margin multi-label classification with priors. In ICML, pages 423-430, 2010.
    • (2010) ICML , pp. 423-430
    • Hariharan, B.1    Zelnik-Manor, L.2    Vishwanathan, S.V.N.3    Varma, M.4
  • 11
    • 77952328425 scopus 로고    scopus 로고
    • New trends and ideas in visual concept detection: The mir flickr retrieval evaluation initiative
    • M. J. Huiskes, B. Thomee, and M. S. Lew. New trends and ideas in visual concept detection: the mir flickr retrieval evaluation initiative. In Multimedia Information Retrieval, pages 527-536, 2010.
    • (2010) Multimedia Information Retrieval , pp. 527-536
    • Huiskes, M.J.1    Thomee, B.2    Lew, M.S.3
  • 12
    • 77953184849 scopus 로고    scopus 로고
    • Kernelized locality-sensitive hashing for scalable image search
    • B. Kulis and K. Grauman. Kernelized locality-sensitive hashing for scalable image search. In ICCV, pages 2130-2137, 2009.
    • (2009) ICCV , pp. 2130-2137
    • Kulis, B.1    Grauman, K.2
  • 14
    • 70350333307 scopus 로고    scopus 로고
    • Learning social tag relevance by neighbor voting
    • X. Li, C. G. M. Snoek, and M. Worring. Learning social tag relevance by neighbor voting. IEEE Transactions on Multimedia, 11(7):1310-1322, 2009.
    • (2009) IEEE Transactions on Multimedia , vol.11 , Issue.7 , pp. 1310-1322
    • Li, X.1    Snoek, C.G.M.2    Worring, M.3
  • 15
    • 77955987829 scopus 로고    scopus 로고
    • Spec hashing: Similarity preserving algorithm for entropy-based coding
    • R.-S. Lin, D. A. Ross, and J. Yagnik. Spec hashing: Similarity preserving algorithm for entropy-based coding. In CVPR, pages 848-854, 2010.
    • (2010) CVPR , pp. 848-854
    • Lin, R.-S.1    Ross, D.A.2    Yagnik, J.3
  • 17
    • 0000988974 scopus 로고
    • A generalized solution of the orthogonal procrustes problem
    • P. Schonemann. A generalized solution of the orthogonal procrustes problem. Psychometrika, 31(1):1-10, 1966.
    • (1966) Psychometrika , vol.31 , Issue.1 , pp. 1-10
    • Schonemann, P.1
  • 18
    • 83055179412 scopus 로고    scopus 로고
    • Hierarchical tag visualization and application for tag recommendations
    • Y. Song, B. Qiu, and U. Farooq. Hierarchical tag visualization and application for tag recommendations. In CIKM, pages 1331-1340, 2011.
    • (2011) CIKM , pp. 1331-1340
    • Song, Y.1    Qiu, B.2    Farooq, U.3
  • 19
    • 84867883244 scopus 로고    scopus 로고
    • A discriminative data-dependent mixture-model approach for multiple instance learning in image classification
    • Q. Wang, L. Si, and D. Zhang. A discriminative data-dependent mixture-model approach for multiple instance learning in image classification. In ECCV (4), pages 660-673, 2012.
    • (2012) ECCV (4) , pp. 660-673
    • Wang, Q.1    Si, L.2    Zhang, D.3
  • 20
    • 78149292183 scopus 로고    scopus 로고
    • A globally optimal approach for 3d elastic motion estimation from stereo sequences
    • Q. Wang, L. Tao, and H. Di. A globally optimal approach for 3d elastic motion estimation from stereo sequences. In ECCV (4), pages 525-538, 2010.
    • (2010) ECCV (4) , pp. 525-538
    • Wang, Q.1    Tao, L.2    Di, H.3
  • 21
    • 84883066652 scopus 로고    scopus 로고
    • Semantic hashing using tags and topic modeling
    • Q. Wang, D. Zhang, and L. Si. Semantic hashing using tags and topic modeling. In SIGIR, pages 213-222, 2013.
    • (2013) SIGIR , pp. 213-222
    • Wang, Q.1    Zhang, D.2    Si, L.3
  • 22
  • 24
    • 77956027394 scopus 로고    scopus 로고
    • Self-taught hashing for fast similarity search
    • D. Zhang, J. Wang, D. Cai, and J. Lu. Self-taught hashing for fast similarity search. In SIGIR, pages 18-25, 2010.
    • (2010) SIGIR , pp. 18-25
    • Zhang, D.1    Wang, J.2    Cai, D.3    Lu, J.4
  • 25
    • 84866605487 scopus 로고    scopus 로고
    • Learning hash codes for efficient content reuse detection
    • Q. Zhang, Y. Wu, Z. Ding, and X. Huang. Learning hash codes for efficient content reuse detection. In SIGIR, pages 405-414, 2012.
    • (2012) SIGIR , pp. 405-414
    • Zhang, Q.1    Wu, Y.2    Ding, Z.3    Huang, X.4
  • 26
    • 84866013626 scopus 로고    scopus 로고
    • Learning binary codes for collaborative filtering
    • K. Zhou and H. Zha. Learning binary codes for collaborative filtering. In KDD, pages 498-506, 2012.
    • (2012) KDD , pp. 498-506
    • Zhou, K.1    Zha, H.2
  • 27
    • 0031345518 scopus 로고    scopus 로고
    • Algorithm 778: L-bfgs-b: Fortran subroutines for large-scale bound-constrained optimization
    • C. Zhu, R. H. Byrd, P. Lu, and J. Nocedal. Algorithm 778: L-bfgs-b: Fortran subroutines for large-scale bound-constrained optimization. ACM Trans. Math. Softw., 23(4):550-560, 1997.
    • (1997) ACM Trans. Math. Softw. , vol.23 , Issue.4 , pp. 550-560
    • Zhu, C.1    Byrd, R.H.2    Lu, P.3    Nocedal, J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.