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Volumn WS-10-06, Issue , 2010, Pages 7-12

Relational learning for collective classification of entities in images

Author keywords

[No Author keywords available]

Indexed keywords

DATA SETS; GLOBAL CONTEXT; GRAPH-BASED; LOGICAL RELATIONSHIPS; MARKOV LOGIC; MULTI-LABEL; RELATIONAL LEARNING; SCENE UNDERSTANDING; SEMI-SUPERVISED; SEMI-SUPERVISED LEARNING; TEST SETS;

EID: 79959728911     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (6)

References (20)
  • 1
    • 77955655063 scopus 로고    scopus 로고
    • Semi-supervised learning in gigantic image collections
    • Fergus, R.; Weiss, Y.; and Torralba, A. 2009. Semi-supervised learning in gigantic image collections. In NIPS.
    • (2009) NIPS
    • Fergus, R.1    Weiss, Y.2    Torralba, A.3
  • 2
    • 80052395632 scopus 로고    scopus 로고
    • Residual splash for optimally parallelizing belief propagation
    • Gonzalez, J.; Low, Y.; and Guestrin, C. 2009. Residual splash for optimally parallelizing belief propagation. In AISTATS.
    • (2009) AISTATS
    • Gonzalez, J.1    Low, Y.2    Guestrin, C.3
  • 3
    • 84858716911 scopus 로고    scopus 로고
    • Region-based segmentation and object detection
    • Gould, S.; Gao, T.; and Koller, D. 2009. Region-based segmentation and object detection. In NIPS.
    • (2009) NIPS
    • Gould, S.1    Gao, T.2    Koller, D.3
  • 4
    • 70450155469 scopus 로고    scopus 로고
    • Beyond nouns: Exploiting prepositions and comparative adjectives for learning visual classifiers
    • Gupta, A., and Davis, L. S. 2008. Beyond nouns: Exploiting prepositions and comparative adjectives for learning visual classifiers. In ECCV.
    • (2008) ECCV
    • Gupta, A.1    Davis, L.S.2
  • 5
    • 70449582001 scopus 로고    scopus 로고
    • Learning spatial context: Using stuff to find things
    • Heitz, G., and Koller, D. 2008. Learning spatial context: Using stuff to find things. In ECCV.
    • (2008) ECCV
    • Heitz, G.1    Koller, D.2
  • 6
    • 84858763935 scopus 로고    scopus 로고
    • Cascaded classification models: Combining models for holistic scene understanding
    • Heitz, G.; Gould, S.; Saxena, A.; and Koller, D. 2008. Cascaded classification models: Combining models for holistic scene understanding. In NIPS.
    • (2008) NIPS
    • Heitz, G.1    Gould, S.2    Saxena, A.3    Koller, D.4
  • 8
    • 33745848658 scopus 로고    scopus 로고
    • A hierarchical field framework for unified context-based classification
    • Kumar, S., and Hebert, M. 2005. A hierarchical field framework for unified context-based classification. In ICCV.
    • (2005) ICCV
    • Kumar, S.1    Hebert, M.2
  • 9
    • 79959706028 scopus 로고    scopus 로고
    • Semi-supervised learning with max-margin graph cuts
    • to appear
    • Kveton, B.; Valko, M.; Rahimi, A.; and Huang, L. 2010. Semi-supervised learning with max-margin graph cuts. In to appear, AISTATS.
    • (2010) AISTATS
    • Kveton, B.1    Valko, M.2    Rahimi, A.3    Huang, L.4
  • 10
    • 57749198589 scopus 로고    scopus 로고
    • A general method for reducing the complexity of relational inference and its application to mcmc
    • AAAI Press
    • Poon, H.; Domingos, P.; and Sumner, M. 2008. A general method for reducing the complexity of relational inference and its application to mcmc. In AAAI. AAAI Press.
    • (2008) AAAI
    • Poon, H.1    Domingos, P.2    Sumner, M.3
  • 12
    • 32044466073 scopus 로고    scopus 로고
    • Markov logic networks
    • DOI 10.1007/s10994-006-5833-1
    • Richardson, M., and Domingos, P. 2006. Markov logic networks. Machine Learning 62(1-2):107-136. (Pubitemid 43202307)
    • (2006) Machine Learning , vol.62 , Issue.1-2 SPEC. ISS. , pp. 107-136
    • Richardson, M.1    Domingos, P.2
  • 14
    • 84878044770 scopus 로고    scopus 로고
    • Entity resolution with markov logic
    • Singla, P., and Domingos, P. 2006. Entity resolution with markov logic. In ICDM.
    • (2006) ICDM
    • Singla, P.1    Domingos, P.2
  • 16
    • 84899024607 scopus 로고    scopus 로고
    • Contextual models for object detection using boosted random fields
    • Torralba, A.; Murphy, K. P.; and Freeman, W. T. 2005. Contextual models for object detection using boosted random fields. In NIPS.
    • (2005) NIPS
    • Torralba, A.1    Murphy, K.P.2    Freeman, W.T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.