-
1
-
-
77952548660
-
-
TRECVID: TREC video retrieval evaluation.
-
TRECVID: TREC video retrieval evaluation. http://www-nlpir.nist.gov/projects/trecvid.
-
-
-
-
2
-
-
77949265725
-
-
Semi-supervised metric learning using pairwise constraints, in: Proceedings of International Joint Conference on Artificial Intelligence.
-
M.S. Baghshah, S.B. Shouraki, Semi-supervised metric learning using pairwise constraints, in: Proceedings of International Joint Conference on Artificial Intelligence, 2009.
-
(2009)
-
-
Baghshah, M.S.1
Shouraki, S.B.2
-
3
-
-
1942517347
-
-
Learning distance functions using equivalence relations, in: Proceedings of International Conference on Machine Learning.
-
A. Bar-Hillel, T. Hertz, N. Shental, D. Weinshall, Learning distance functions using equivalence relations, in: Proceedings of International Conference on Machine Learning, 2003.
-
(2003)
-
-
Bar-Hillel, A.1
Hertz, T.2
Shental, N.3
Weinshall, D.4
-
4
-
-
77952545701
-
-
When is nearest neighbor meaningful?, in: Proceedings of International Conference on Database Theory.
-
K. Beyer, J. Goldstein, R. Ramakrishnan, U. Shaft, When is nearest neighbor meaningful?, in: Proceedings of International Conference on Database Theory, 1999.
-
(1999)
-
-
Beyer, K.1
Goldstein, J.2
Ramakrishnan, R.3
Shaft, U.4
-
5
-
-
34547996209
-
-
Information-theoretic metric learning, in: Proceedings of International Conference on Machine Learning.
-
J.V. Davis, B. Kulis, P. Jain, S. Sra, I.S. Dhillon, Information-theoretic metric learning, in: Proceedings of International Conference on Machine Learning, 2007.
-
(2007)
-
-
Davis, J.V.1
Kulis, B.2
Jain, P.3
Sra, S.4
Dhillon, I.S.5
-
6
-
-
0034819889
-
-
Optimal aggregation algorithms for middleware, in: Proceedings of ACM Symposium on Principles of Database Systems.
-
R. Fagin, A. Lotem, M. Naor, Optimal aggregation algorithms for middleware, in: Proceedings of ACM Symposium on Principles of Database Systems, 2001.
-
(2001)
-
-
Fagin, R.1
Lotem, A.2
Naor, M.3
-
7
-
-
84864030708
-
-
Metric learning by collapsing classes, in: Proceedings of NIPS, 2005.
-
A. Globerson, S. Roweis, Metric learning by collapsing classes, in: Proceedings of NIPS, 2005.
-
-
-
Globerson, A.1
Roweis, S.2
-
8
-
-
77952551467
-
-
Neighborhood component analysis, in: Proceedings of Advances of Neural Information Processing.
-
J. Goldberger, S. Roweis, G. Hinton, R. Salakhutdinov, Neighborhood component analysis, in: Proceedings of Advances of Neural Information Processing, 2005.
-
(2005)
-
-
Goldberger, J.1
Roweis, S.2
Hinton, G.3
Salakhutdinov, R.4
-
9
-
-
13444263430
-
-
Manifold-ranking based image retrieval, in: Proceedings of ACM Multimedia.
-
J.R. He, M.J. Li, H.J. Zhang, H.H. Tong, C.S. Zhang, Manifold-ranking based image retrieval, in: Proceedings of ACM Multimedia, 2004.
-
(2004)
-
-
He, J.R.1
Li, M.J.2
Zhang, H.J.3
Tong, H.H.4
Zhang, C.S.5
-
10
-
-
51949106897
-
-
Semi-supervised distance metric learning for collaborative image retrieval, in: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.
-
S.C.H. Hoi, W. Liu, S.F. Chang, Semi-supervised distance metric learning for collaborative image retrieval, in: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2008.
-
(2008)
-
-
Hoi, S.C.H.1
Liu, W.2
Chang, S.F.3
-
11
-
-
33845594193
-
-
Learning distance metrics with contextual constraints for image retrieval, in: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.
-
S.C. Hoi, W. Liu, M.R. Lyu, W.Y. Ma, Learning distance metrics with contextual constraints for image retrieval, in: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2006.
-
(2006)
-
-
Hoi, S.C.1
Liu, W.2
Lyu, M.R.3
Ma, W.Y.4
-
12
-
-
21844512674
-
Discriminant analysis with singular covariance matrices: methods and applications to spectroscopic data
-
Krzanowski W.J., Jonathan P., McCarthy W.V., Thomas M.R. Discriminant analysis with singular covariance matrices: methods and applications to spectroscopic data. Applied Statistics 1995, 44.
-
(1995)
Applied Statistics
, vol.44
-
-
Krzanowski, W.J.1
Jonathan, P.2
McCarthy, W.V.3
Thomas, M.R.4
-
13
-
-
1942516950
-
-
Learning with idealized kernels, in: Proceedings of International Conference on Machine Learning.
-
J.T. Kwok, I.W. Tsang, Learning with idealized kernels, in: Proceedings of International Conference on Machine Learning, 2003.
-
(2003)
-
-
Kwok, J.T.1
Tsang, I.W.2
-
14
-
-
77952549565
-
-
Output regularized metric learning with side information, in: Proceedings of European Conference on Computer Vision.
-
W. Liu, S.C. Hoi, J. Liu, Output regularized metric learning with side information, in: Proceedings of European Conference on Computer Vision, 2008.
-
(2008)
-
-
Liu, W.1
Hoi, S.C.2
Liu, J.3
-
15
-
-
77952551970
-
-
Distance metric learning: a comprehensive survey.
-
Y. Liu, Distance metric learning: a comprehensive survey. http://www.cs.cmu.edu/~liuy/.
-
-
-
Liu, Y.1
-
16
-
-
51949097138
-
-
A joint appearance-spatial distance for kernel-based image categorization, in: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.
-
G.J. Qi, X.S. Hua, Y. Rui, J. Tang, Z. Zha, H.J. Zhang, A joint appearance-spatial distance for kernel-based image categorization, in: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2008.
-
(2008)
-
-
Qi, G.J.1
Hua, X.S.2
Rui, Y.3
Tang, J.4
Zha, Z.5
Zhang, H.J.6
-
17
-
-
2342517502
-
-
Think globally, fit locally: unsupervised learning of low dimensional manifolds, Journal of Machine Learning Research 4.
-
L.K. Saul, S.T. Roweis, Think globally, fit locally: unsupervised learning of low dimensional manifolds, Journal of Machine Learning Research 4 (2003) 119-155.
-
(2003)
, pp. 119-155
-
-
Saul, L.K.1
Roweis, S.T.2
-
19
-
-
0034244751
-
-
Normalized cuts and image segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence 22.
-
J. Shi, J. Malik, Normalized cuts and image segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence 22 (2000) 888-905.
-
(2000)
, pp. 888-905
-
-
Shi, J.1
Malik, J.2
-
20
-
-
84883126733
-
-
Early versus late fusion in semantic video analysis, in: Proceedings of ACM Multimedia.
-
C.G. Snoek, M. Worring, A.W. Smeulders, Early versus late fusion in semantic video analysis, in: Proceedings of ACM Multimedia, 2005.
-
(2005)
-
-
Snoek, C.G.1
Worring, M.2
Smeulders, A.W.3
-
21
-
-
62249116488
-
Geometric mean for subspace selection
-
Tao D., Li X., Wu X., Maybank S.J. Geometric mean for subspace selection. IEEE Transactions on Pattern Analysis and Machine Intelligence 2004, 31(2).
-
(2004)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.31
, Issue.2
-
-
Tao, D.1
Li, X.2
Wu, X.3
Maybank, S.J.4
-
22
-
-
49749088899
-
-
General averaged divergence analysis, in: Proceedings of International Conference on Data Mining.
-
D. Tao, X. Li, X. Wu, S.J. Maybank, General averaged divergence analysis, in: Proceedings of International Conference on Data Mining, 2007.
-
(2007)
-
-
Tao, D.1
Li, X.2
Wu, X.3
Maybank, S.J.4
-
23
-
-
44649106875
-
Tensor rank one discriminant analysis: a convergent method for discriminative multilinear subspace selection
-
Tao D., Li X., Wu X., Maybank S.J. Tensor rank one discriminant analysis: a convergent method for discriminative multilinear subspace selection. Neurocomputing 2008, 71(10).
-
(2008)
Neurocomputing
, vol.71
, Issue.10
-
-
Tao, D.1
Li, X.2
Wu, X.3
Maybank, S.J.4
-
24
-
-
0034704229
-
A global geometric framework for nonlinear dimensionality reduction
-
Tenenbaum J.B., de Silva V., Langford J.C. A global geometric framework for nonlinear dimensionality reduction. Science 2000, 290(5500).
-
(2000)
Science
, vol.290
, Issue.5500
-
-
Tenenbaum, J.B.1
de Silva, V.2
Langford, J.C.3
-
25
-
-
84883062662
-
-
Graph-based multi-modality learning, in: Proceedings of ACM Multimedia.
-
H. Tong, J.R. He, M.J. Li, C.S. Zhang, W.Y. Ma, Graph-based multi-modality learning, in: Proceedings of ACM Multimedia, 2005.
-
(2005)
-
-
Tong, H.1
He, J.R.2
Li, M.J.3
Zhang, C.S.4
Ma, W.Y.5
-
26
-
-
57349150196
-
-
Learning to reduce the semantic gap in web image retrieval and annotation, in: Proceedings of SIGIR.
-
C. Wang, L. Zhang, H.J. Zhang, Learning to reduce the semantic gap in web image retrieval and annotation, in: Proceedings of SIGIR, 2008.
-
(2008)
-
-
Wang, C.1
Zhang, L.2
Zhang, H.J.3
-
27
-
-
70349367408
-
-
Study on the combination of video concept detectors, in: Proceedings of ACM Multimedia
-
M. Wang, X.S. Hua, Study on the combination of video concept detectors, in: Proceedings of ACM Multimedia, 2008.
-
(2008)
-
-
Wang, M.1
Hua, X.S.2
-
28
-
-
67249090373
-
Unified video annotation via multi-graph learning
-
Wang M., Hua X.S., Hong R., Tang J., Qi G.J., Song Y. Unified video annotation via multi-graph learning. IEEE Transactions on Circuits and Systems for Video Technology 2009, 19(5).
-
(2009)
IEEE Transactions on Circuits and Systems for Video Technology
, vol.19
, Issue.5
-
-
Wang, M.1
Hua, X.S.2
Hong, R.3
Tang, J.4
Qi, G.J.5
Song, Y.6
-
29
-
-
63049138297
-
Beyond distance measurement: constructing neighborhood similarity for video annotation
-
Wang M., Hua X.S., Tang J., Hong R. Beyond distance measurement: constructing neighborhood similarity for video annotation. IEEE Transactions on Multimedia 2009, 11(3).
-
(2009)
IEEE Transactions on Multimedia
, vol.11
, Issue.3
-
-
Wang, M.1
Hua, X.S.2
Tang, J.3
Hong, R.4
-
30
-
-
77952549924
-
-
Distance metric learning for large margin nearest neighbor classification, in: Proceedings of NIPS.
-
K.Q. Weinberger, J. Blitzer, L. Saul, Distance metric learning for large margin nearest neighbor classification, in: Proceedings of NIPS, 2006.
-
(2006)
-
-
Weinberger, K.Q.1
Blitzer, J.2
Saul, L.3
-
31
-
-
77952553969
-
-
Metric learning for kernel regression, in: Proceedings of International Conference on Artificial Intelligence and Statistics
-
K.Q. Weinberger, G. Tesauro, Metric learning for kernel regression, in: Proceedings of International Conference on Artificial Intelligence and Statistics, 2007.
-
(2007)
-
-
Weinberger, K.Q.1
Tesauro, G.2
-
32
-
-
13444263342
-
-
Optimal multimodal fusion for multimedia data analysis, in: Proceedings of ACM Multimedia.
-
Y. Wu, E.Y. Chang, K.C.C. Chang, J.R. Smith, Optimal multimodal fusion for multimedia data analysis, in: Proceedings of ACM Multimedia, 2004.
-
(2004)
-
-
Wu, Y.1
Chang, E.Y.2
Chang, K.C.C.3
Smith, J.R.4
-
33
-
-
77952552902
-
-
Distance metric learning with application to clustering with side information, in: Proceedings of NIPS.
-
E.P. Xing, A.Y. Ng, S. Russell, Distance metric learning with application to clustering with side information, in: Proceedings of NIPS, 2002.
-
(2002)
-
-
Xing, E.P.1
Ng, A.Y.2
Russell, S.3
-
34
-
-
77952552378
-
-
Columbia university's baseline detectors for 374 LSCOM semantic visual concepts, Columbia University ADVENT Technical Report #222-2006-8.
-
A. Yanagawa, S.-F. Chang, L. Kennedy, W. Hsu, Columbia university's baseline detectors for 374 LSCOM semantic visual concepts, Columbia University ADVENT Technical Report #222-2006-8, 2007.
-
(2007)
-
-
Yanagawa, A.1
Chang, S.F.2
Kennedy, L.3
Hsu, W.4
-
35
-
-
33750707555
-
-
An efficient algorithm for local distance metric learning, in: Proceedings of AAAI Conference on Artificial Intelligence.
-
L. Yang, R. Jin, R. Sukthankar, Y. Liu, An efficient algorithm for local distance metric learning, in: Proceedings of AAAI Conference on Artificial Intelligence, 2006.
-
(2006)
-
-
Yang, L.1
Jin, R.2
Sukthankar, R.3
Liu, Y.4
-
36
-
-
3242767684
-
An optimization criterion for generalized discriminant analysis on undersampled problems
-
Ye J. An optimization criterion for generalized discriminant analysis on undersampled problems. IEEE Transactions on Pattern Analysis and Machine Intelligence 2004, 26.
-
(2004)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.26
-
-
Ye, J.1
-
37
-
-
77952547035
-
-
Manifold learning, a promised land or work progress?, in: Proceedings of International Conference on Multimedia and Expo.
-
M.C. Yeh, I.-H. Lee, G. Wu, Y. Wu, E.Y. Chang, Manifold learning, a promised land or work progress?, in: Proceedings of International Conference on Multimedia and Expo, 2006.
-
(2006)
-
-
Yeh, M.C.1
Lee, I.H.2
Wu, G.3
Wu, Y.4
Chang, E.Y.5
-
38
-
-
33244489358
-
Extending the relevant component analysis algorithm for metric learning using both positive and negative equivalence constraints
-
Yeung D.Y., Chang H. Extending the relevant component analysis algorithm for metric learning using both positive and negative equivalence constraints. Pattern Recognition 2006, 39(5).
-
(2006)
Pattern Recognition
, vol.39
, Issue.5
-
-
Yeung, D.Y.1
Chang, H.2
|