-
1
-
-
33750729556
-
Manifold regularization: A geometric framework for learning from labeled and unlabeled examples
-
BELKIN, M., NIYOGI, P., AND SINDHWANI, V. 2006. Manifold regularization: A geometric framework for learning from labeled and unlabeled examples. J. Mach. Learn. Res.
-
(2006)
J. Mach. Learn. Res
-
-
Belkin, M.1
Niyogi, P.2
Sindhwani, V.3
-
3
-
-
0031334221
-
Selection of relevant features and examples in machine learning
-
BLUM, A. AND LANGLEY, P. 1997. Selection of relevant features and examples in machine learning. Artif. Intell.
-
(1997)
Artif. Intell
-
-
Blum, A.1
Langley, P.2
-
5
-
-
77951291046
-
A singular value thresholding algorithm for matrix completion
-
CAI, J.-F., CAND̀ES, E. J., AND SHEN, Z. 2010a. A singular value thresholding algorithm for matrix completion. SIAM J. Optim.
-
(2010)
SIAM J. Optim
-
-
Cai, J.-F.1
Cand̀es, E.J.2
Shen, Z.3
-
6
-
-
79960675858
-
Robust principal component analysis?
-
CAND̀ES, E. J LI, X.,MA, Y., AND WRIGHT, J 2011. Robust principal component analysis? J ACM.
-
(2011)
J ACM
-
-
Cand̀es, E.J.1
Li, X.2
Ma, Y.3
Wright, J.4
-
7
-
-
71049116435
-
Exact matrix completion via convex optimization
-
CAND̀ES, E. J. AND RECHT, B. 2009. Exact matrix completion via convex optimization. Found. Comput. Math.
-
(2009)
Found. Comput. Math
-
-
Cand̀es, E.J.1
Recht, B.2
-
8
-
-
33847419773
-
Supervised learning of semantic classes for image annotation and retrieval
-
CARNEIRO, G.,CHAN, A. B.,MORENO, P. J., AND VASCONCELOS,N. 2007. Supervised learning of semantic classes for image annotation and retrieval. IEEE Trans. Pattern Anal. Mach. Intell.
-
(2007)
IEEE Trans. Pattern Anal. Mach. Intell
-
-
Carneiro, G.1
Chan, A.B.2
Moreno, P.J.3
Vasconcelos, N.4
-
10
-
-
78650972030
-
Efficient large-scale image annotation by probabilistic collaborative multi-label propagation
-
CHEN, X., MU, Y., YAN, S., AND CHUA, T. 2010. Efficient large-scale image annotation by probabilistic collaborative multi-label propagation. In Proceedings of the International Conference on Multimedia.
-
(2010)
Proceedings of the International Conference on Multimedia
-
-
Chen, X.1
Mu, Y.2
Yan, S.3
Chua, T.4
-
11
-
-
84455161747
-
Towards multi-semantic image annotation with graph regularized exclusive group lasso
-
CHEN, X., YUAN, X., YAN, S., TANG, J., RUI, Y., AND CHUA, T. 2011b. Towards multi-semantic image annotation with graph regularized exclusive group lasso. In Proceedings of the International Conference on Multimedia.
-
(2011)
Proceedings of the International Conference on Multimedia
-
-
Chen, X.1
Yuan, X.2
Yan, S.3
Tang, J.4
Rui, Y.5
Chua, T.6
-
12
-
-
84863058780
-
Multi-label visual classification with label exclusive context
-
CHEN, X., YUAN, X.-T., CHEN, Q., YAN, S., AND CHUA, T.-S. 2011a. Multi-label visual classification with label exclusive context. In Proceedings of the IEEE International Conference on Computer Vision.
-
(2011)
Proceedings of the IEEE International Conference on Computer Vision
-
-
Chen, X.1
Yuan, X.-T.2
Chen, Q.3
Yan, S.4
Chua, T.-S.5
-
13
-
-
77949722130
-
Learning with l1-graph for image analysis
-
CHENG, B.,YANG, J.,YAN, S.,FU, Y., AND HUANG, T. S. 2010. Learning with l1-graph for image analysis. IEEE Trans. Image Process.
-
(2010)
IEEE Trans. Image Process
-
-
Cheng, B.1
Yang, J.2
Yan, S.3
Fu, Y.4
Huang, T.S.5
-
14
-
-
74049158146
-
NUS-WIDE: A real-world web image database from National University of Singapore
-
CHUA, T.-S., TANG, J., HONG, R., LI, H., LUO, Z., AND ZHENG, Y.-T. 2009. NUS-WIDE: A real-world web image database from National University of Singapore. In Proceedings of the International Conference on Image and Video Retrieval.
-
(2009)
Proceedings of the International Conference on Image and Video Retrieval
-
-
Chua, T.-S.1
Tang, J.2
Hong, R.3
Li, H.4
Luo, Z.5
Zheng, Y.-T.6
-
15
-
-
33747128180
-
Large scale transductive SVMs
-
COLLOBERT, R., SINZ, F.,WESTON, J., AND BOTTOU, L. 2006. Large scale transductive SVMs. J. Mach. Learn. Res.
-
(2006)
J. Mach. Learn. Res
-
-
Collobert, R.1
Sinz, F.2
Weston, J.3
Bottou, L.4
-
16
-
-
43249093335
-
Image retrieval: Ideas, influences, and trends of the new age
-
DATTA, R., JOSHI, D., LI, J., AND WANG, J. Z. 2008. Image retrieval: Ideas, influences, and trends of the new age. ACM Comput. Surv.
-
(2008)
ACM Comput. Surv
-
-
Datta, R.1
Joshi, D.2
Li, J.3
Wang, J.Z.4
-
17
-
-
34547355942
-
Automatic image annotation by incorporating feature hierarchy and boosting to scale up SVM classifiers
-
GAO, Y., FAN, J., XUE, X., AND JAIN, R. 2006. Automatic image annotation by incorporating feature hierarchy and boosting to scale up SVM classifiers. In Proceedings of the International Conference on Multimedia.
-
(2006)
Proceedings of the International Conference on Multimedia
-
-
Gao, Y.1
Fan, J.2
Xue, X.3
Jain, R.4
-
19
-
-
84865692854
-
Alternating direction method with Gaussian back substitution for separable convex programming
-
HE, B., TAO, M., AND YUAN, X. 2011. Alternating direction method with Gaussian back substitution for separable convex programming. SIAM J. Optim.
-
(2011)
SIAM J. Optim
-
-
He, B.1
Tao, M.2
Yuan, X.3
-
22
-
-
0031381525
-
Wrappers for feature subset selection
-
KOHAVI, R. AND JOHN, G. H. 1997. Wrappers for feature subset selection. Artif. Intell.
-
(1997)
Artif. Intell
-
-
Kohavi, R.1
John, G.H.2
-
23
-
-
84863124316
-
Saliency detection by multitask sparsity pursuit
-
LANG, C., LIU, G., YU, J., AND YAN, S. 2012. Saliency detection by multitask sparsity pursuit. Trans. Image Process.
-
(2012)
Trans. Image Process
-
-
Lang, C.1
Liu, G.2
Yu, J.3
Yan, S.4
-
24
-
-
34547198893
-
Image annotation by large-scale content-based image retrieval
-
LI, X., CHEN, L., ZHANG, L., LIN, F., AND MA, W. 2006. Image annotation by large-scale content-based image retrieval. In Proceedings of the International Conference on Multimedia.
-
(2006)
Proceedings of the International Conference on Multimedia
-
-
Li, X.1
Chen, L.2
Zhang, L.3
Lin, F.4
Ma, W.5
-
25
-
-
84875596599
-
The augmented Lagrange multiplier method for exact recovery of corrupted low-rank matrices
-
LIN, Z., CHEN, M., AND WU, L. 2010. The augmented Lagrange multiplier method for exact recovery of corrupted low-rank matrices. Math. Program.
-
(2010)
Math. Program
-
-
Lin, Z.1
Chen, M.2
Wu, L.3
-
27
-
-
84863158014
-
Robust recovery of subspace structures by low-rank representation
-
LIU, G., LIN, Z., YAN, S., SUN, J., YU, Y., AND MA, Y. 2010b. Robust recovery of subspace structures by low-rank representation. IEEE Trans. Pattern Anal. Mach. Intell.
-
(2010)
IEEE Trans. Pattern Anal. Mach. Intell
-
-
Liu, G.1
Lin, Z.2
Yan, S.3
Sun, J.4
Yi, Y.5
Ma, Y.6
-
31
-
-
84455161745
-
Exploiting the entire feature space with sparsity for automatic image annotation
-
MA, Z., YANG, Y., NIE, F., UIJLINGS, J., AND SEBE, N. 2011. Exploiting the entire feature space with sparsity for automatic image annotation. In Proceedings of the International Conference on Multimedia.
-
(2011)
Proceedings of the International Conference on Multimedia
-
-
Ma, Z.1
Yang, Y.2
Nie, F.3
Uijlings, J.4
Sebe, N.5
-
32
-
-
67049116487
-
Learning by propagability
-
NI, B., YAN, S., KASSIM, A. A., AND CHEONG, L. F. 2008. Learning by Propagability. In Proceedings of the IEEE International Conference on Data Mining.
-
(2008)
Proceedings of the IEEE International Conference on Data Mining
-
-
Ni, B.1
Yan, S.2
Kassim, A.A.3
Cheong, L.F.4
-
33
-
-
85135939782
-
Efficient and Robust Feature Selection via Joint l2,1-Norms Minimization
-
NIE, F., HUANG, H., CAI, X., AND DING, C. 2010. Efficient and Robust Feature Selection via Joint l2,1-Norms Minimization. In Proceedings of the Conference on Advances in Neural Information Processing Systems.
-
(2010)
Proceedings of the Conference on Advances in Neural Information Processing Systems
-
-
Nie, F.1
Huang, H.2
Cai, X.3
Ding, C.4
-
34
-
-
84862780566
-
RASL: Robust alignment by sparse and low-rank decomposition for linearly correlated images
-
PENG, Y., GANESH, A.,WRIGHT, J., XU, W., AND MA, Y. 2011. RASL: Robust alignment by sparse and low-rank decomposition for linearly correlated images. IEEE Trans. Pattern Anal. Mach. Intell.
-
(2011)
IEEE Trans. Pattern Anal. Mach. Intell
-
-
Peng, Y.1
Ganesh, A.2
Wright, J.3
Xu, W.4
Ma, Y.5
-
36
-
-
33845240405
-
Capabilities of outlier detection schemes in large datasets, framework and methodologies
-
TANG, J., CHEN, Z., FU, A. W., AND CHEUNG, D. W. 2007. Capabilities of outlier detection schemes in large datasets, framework and methodologies. Knowledge Inf. Syst.
-
(2007)
Knowledge Inf. Syst
-
-
Tang, J.1
Chen, Z.2
Fu, A.3
Cheung, D.W.4
-
37
-
-
72449199441
-
Inferring semantic concepts from community-contributed images and noisy tags
-
TANG, J., YAN, S.,HONG, R., QI, G. J., AND CHUA, T. S. 2009. Inferring semantic concepts from community-contributed images and noisy tags. In Proceedings of the International Conference on Multimedia.
-
(2009)
Proceedings of the International Conference on Multimedia
-
-
Tang, J.1
Yan, S.2
Hong, R.3
Qi, G.J.4
Chua, T.S.5
-
38
-
-
79957510064
-
Recovering low-rank and sparse components of matrices from incomplete and noisy observations
-
TAO, M. AND YUAN, X. 2011. Recovering low-rank and sparse components of matrices from incomplete and noisy observations. SIAM J. Optim.
-
(2011)
SIAM J. Optim
-
-
Tao, M.1
Yuan, X.2
-
39
-
-
70450196280
-
Multi-label sparse coding for automatic image annotation
-
WANG, C., YAN, S., ZHANG, L., AND ZHANG, H.-J. 2009b. Multi-label sparse coding for automatic image annotation. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.
-
(2009)
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition
-
-
Wang, C.1
Yan, S.2
Zhang, L.3
Zhang, H.-J.4
-
41
-
-
67650998686
-
Linear neighborhood propagation and its applications
-
WANG, J., WANG, F., ZHANG, C., SHEN, H. C., AND QUAN, L. 2009a. Linear neighborhood propagation and its applications. IEEE Trans. Pattern Anal. Mach. Intell.
-
(2009)
IEEE Trans. Pattern Anal. Mach. Intell
-
-
Wang, J.1
Wang, F.2
Zhang, C.3
Shen, H.C.4
Quan, L.5
-
42
-
-
33845569752
-
AnnoSearch: Image auto-Annotation by search
-
WANG, X.-J., ZHANG, L., JING, F., AND MA, W.-Y. 2006. AnnoSearch: Image auto-Annotation by search. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.
-
(2006)
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition
-
-
Wang, X.-J.1
Zhang, L.2
Jing, F.3
Ma, W.-Y.4
-
43
-
-
54849395400
-
Annotating images by mining image search results
-
WANG, X.-J., ZHANG, L., LI, X., AND MA, W.-Y. 2008. Annotating images by mining image search results. IEEE Trans. Pattern Anal. Mach. Intell.
-
(2008)
IEEE Trans. Pattern Anal. Mach. Intell
-
-
Wang, X.-J.1
Zhang, L.2
Li, X.3
Ma, W.-Y.4
-
45
-
-
84877286728
-
Linearized augmented Lagrangian and alternating direction methods for nuclear norm minimization
-
YANG, J. AND YUAN, X. 2011. Linearized augmented Lagrangian and alternating direction methods for nuclear norm minimization. Math. Comput
-
(2011)
Math. Comput
-
-
Yang, J.1
Yuan, X.2
-
46
-
-
80052904929
-
Tag localization with spatial correlations and joint group sparsity
-
YANG, Y., YANG, Y., HUANG, Z., SHEN, H. T., AND NIE, F. 2011. Tag localization with spatial correlations and joint group sparsity. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.
-
(2011)
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition
-
-
Yang, Y.1
Yang, Y.2
Huang, Z.3
Shen, H.T.4
Nie, F.5
-
47
-
-
84863175756
-
Web and personal image annotation by mining label correlation with relaxed visual graph embedding
-
YANG, Y., WU, F., NIE, F., SHEN, H. T., ZHUANG, Y., AND HAUPTMANN, A. G. 2012. Web and personal image annotation by mining label correlation with relaxed visual graph embedding. Trans. Image Process.
-
(2012)
Trans. Image Process
-
-
Yang, Y.1
Wu, F.2
Nie, F.3
Shen, H.T.4
Zhuang, Y.5
Hauptmann, A.G.6
-
49
-
-
22944492898
-
Learning with local and global consistency
-
ZHOU, D., BOUSQUET, O., LAL, T. N.,WESTON, J., AND SCḦOLKOPF, B. 2003. Learning with Local and Global Consistency. In Proceedings of the Conference on Advances in Neural Information Processing Systems.
-
(2003)
Proceedings of the Conference on Advances in Neural Information Processing Systems
-
-
Zhou, D.1
Bousquet, O.2
Lal, T.N.3
Weston, J.4
Scḧolkopf, B.5
-
50
-
-
78650977486
-
Image tag refinement towards low-rank, content-tag prior and error sparsity
-
ZHU, G., YAN, S., AND MA, Y. 2010. Image tag refinement towards low-rank, content-tag prior and error sparsity. In Proceedings of the International Conference on Multimedia.
-
(2010)
Proceedings of the International Conference on Multimedia
-
-
Zhu, G.1
Yan, S.2
Ma, Y.3
-
51
-
-
26444592207
-
Learning from labeled and unlabeled data with label propagation
-
CMU-CALD-02-107, CMU
-
ZHU, X. AND GHAHRAMANI, Z. 2002. Learning from labeled and unlabeled data with label propagation. Tech. rep. CMU-CALD-02-107, CMU.
-
(2002)
Tech. Rep
-
-
Zhu, X.1
Ghahramani, Z.2
|