-
1
-
-
38749118638
-
Near-optimal hashing algorithms for approximate nearest neighbor in high dimensions
-
ACM
-
A. Andoni and P. Indyk. 2006. Near-optimal hashing algorithms for approximate nearest neighbor in high dimensions. In FOCS. ACM, 459-468. DOI:http://dx.doi.org/10.1109/FOCS.2006.49
-
(2006)
FOCS
, pp. 459-468
-
-
Andoni, A.1
Indyk, P.2
-
2
-
-
0016557674
-
Multidimensional binary search trees used for associative searching
-
Jon Louis Bentley. 1975. Multidimensional binary search trees used for associative searching. Commun. ACM 18, 9 (1975), 509-517.
-
(1975)
Commun. ACM
, vol.18
, Issue.9
, pp. 509-517
-
-
Louis Bentley, J.1
-
5
-
-
77955989956
-
Data fusion through cross-modality metric learning using similarity-sensitive hashing
-
IEEE Computer Society
-
M. M. Bronstein, A. M. Bronstein, F. Michel, and N. Paragios. 2010. Data fusion through cross-modality metric learning using similarity-sensitive hashing. In CVPR. IEEE Computer Society, 3594-3601. DOI:http://dx.doi.org/10.1109/CVPR.2010.5539928
-
(2010)
CVPR
, pp. 3594-3601
-
-
Bronstein, M.M.1
Bronstein, A.M.2
Michel, F.3
Paragios, N.4
-
6
-
-
72249085330
-
NUS-WIDE: A real-world web image database from national university of Singapore
-
ACM
-
Tat-Seng Chua, Jinhui Tang, Richang Hong, Haojie Li, Zhiping Luo, and Yan-Tao. Zheng. 2009. NUS-WIDE: A real-world web image database from national university of Singapore. In VLDB. ACM, 48:1-48:9.
-
(2009)
VLDB
, pp. 481-489
-
-
Chua, T.1
Tang, J.2
Hong, R.3
Li, H.4
Luo, Z.5
Zheng, Y.6
-
7
-
-
4544259509
-
Locality-sensitive hashing scheme based on P-stable distributions
-
ACM
-
Mayur Datar,Nicole Immorlica, Piotr Indyk, and Vahab S. Mirrokni. 2004. Locality-sensitive hashing scheme based on P-stable distributions. In SCG. ACM, 253-262. DOI:http://dx.doi.org/10.1145/997817.997857
-
(2004)
SCG
, pp. 253-262
-
-
Datarnicole, I.P.1
Indyk, M.2
Mirrokni, V.S.3
-
9
-
-
0001944742
-
Similarity search in high dimensions via hashing
-
Morgan Kaufmann Publishers Inc
-
Aristides Gionis, Piotr Indyk, and Rajeev Motwani. 1999. Similarity search in high dimensions via hashing. In VLDB. Morgan Kaufmann Publishers Inc., 518-529. http://dl.acm.org/citation.cfm?id=645925.671516
-
(1999)
VLDB
, pp. 518-529
-
-
Gionis, A.1
Indyk, P.2
Motwani, R.3
-
10
-
-
80052874105
-
Iterative quantization: A procrustean approach to learning binary codes
-
IEEE Computer Society
-
Yunchao Gong and S. Lazebnik. 2011. Iterative quantization: A procrustean approach to learning binary codes. In CVPR. IEEE Computer Society, 817-824. DOI:http://dx.doi.org/10.1109/CVPR.2011.5995432
-
(2011)
CVPR
, pp. 817-824
-
-
Gong, Y.1
Lazebnik, S.2
-
11
-
-
29144534131
-
Convergence theorems for generalized alternating minimization procedures
-
Asela Gunawardana andWilliam Byrne. 2005. Convergence theorems for generalized alternating minimization procedures. J. Mach. Learn. Res. 6 (2005), 2049-2073.
-
(2005)
J. Mach. Learn. Res
, vol.6
, pp. 2049-2073
-
-
Gunawardana, A.1
Byrne, W.2
-
12
-
-
70449621223
-
The miR flickr retrieval evaluation
-
ACM
-
Mark J. Huiskes and Michael S. Lew. 2008. The MIR Flickr retrieval evaluation. In MIR. ACM, 39-43. DOI:http://dx.doi.org/10.1145/1460096.1460104
-
(2008)
MIR
, pp. 39-43
-
-
Huiskes, M.J.1
Lew, M.S.2
-
13
-
-
77953184849
-
Kernelized locality-sensitive hashing for scalable image search
-
IEEE Computer Society
-
B. Kulis and K. Grauman. 2009. Kernelized locality-sensitive hashing for scalable image search. In ICCV. IEEE Computer Society, 2130-2137. DOI:http://dx.doi.org/10.1109/ICCV.2009.5459466
-
(2009)
ICCV
, pp. 2130-2137
-
-
Kulis, B.1
Grauman, K.2
-
14
-
-
70350618771
-
Fast similarity search for learned metrics
-
B. Kulis, P. Jain, and K. Grauman. 2009. Fast similarity search for learned metrics. Pattern Analysis and Machine Intelligence, IEEE Transactions on 31, 12 (2009), 2143-2157. DOI:http://dx.doi.org/10.1109/TPAMI.2009.151
-
(2009)
Pattern Analysis and Machine Intelligence, IEEE Transactions on
, vol.31
, Issue.12
, pp. 2143-2157
-
-
Kulis, B.1
Jain, P.2
Grauman, K.3
-
15
-
-
84866034209
-
Learning hash functions for cross-view similarity search
-
AAAI Press
-
Shaishav Kumar and Raghavendra Udupa. 2011. Learning hash functions for cross-view similarity search. In IJCAI. AAAI Press, 1360-1365. DOI:http://dx.doi.org/10.5591/978-1-57735-516-8/IJCAI11-230
-
(2011)
IJCAI
, pp. 1360-1365
-
-
Kumar, S.1
Udupa, R.2
-
16
-
-
78149477774
-
Sriperumbudur On the convergence of the concave-convex procedure
-
Curran Associates, Inc
-
Gert R. Lanckriet and BharathK. Sriperumbudur. 2009. On the convergence of the concave-convex procedure. In Advances in Neural Information Processing Systems. Curran Associates, Inc., 1759-1767.
-
(2009)
Advances in Neural Information Processing Systems
, pp. 1759-1767
-
-
Lanckriet, G.R.1
Bharath, K.2
-
18
-
-
0016923670
-
Sufficient conditions for the convergence of monotonic mathematicalprogramming algorithms
-
R. R. Meyer. 1976. Sufficient conditions for the convergence of monotonic mathematicalprogramming algorithms. J. Comput. Syst. Sci. 12, 1 (1976), 108-121.
-
(1976)
J. Comput. Syst. Sci
, vol.12
, Issue.1
, pp. 108-121
-
-
Meyer, R.R.1
-
19
-
-
77955986970
-
Weakly-supervised hashing in kernel space
-
IEEE Computer Society
-
Yadong Mu, Jialie Shen, and Shuicheng Yan. 2010. Weakly-supervised hashing in kernel space. In CVPR. IEEE Computer Society, 3344-3351. DOI:http://dx.doi.org/10.1109/CVPR.2010.5540024
-
(2010)
CVPR
, pp. 3344-3351
-
-
Mu, Y.1
Shen, J.2
Yan, S.3
-
20
-
-
84999832326
-
Comparing apples to oranges: A scalable solution with heterogeneous hashing
-
ACM
-
Mingdong Ou, Peng Cui, Fei Wang, Jun Wang, Wenwu Zhu, and Shiqiang Yang. 2013. Comparing apples to oranges: A scalable solution with heterogeneous hashing. In KDD. ACM, 230-238. DOI:http://dx.doi.org/10.1145/2487575.2487668
-
(2013)
KDD
, pp. 230-238
-
-
Ou, M.1
Cui, P.2
Wang, F.3
Wang, J.4
Zhu, W.5
Yang, S.6
-
21
-
-
80053439603
-
Learning multi-view neighborhood preserving projections
-
ACM
-
N. Quadrianto and C. Lampert. 2011. Learning multi-view neighborhood preserving projections. In ICML.ACM, 425-432.
-
(2011)
ICML
, pp. 425-432
-
-
Quadrianto, N.1
Lampert, C.2
-
22
-
-
79954525255
-
Locality-sensitive binary codes from shift-invariant kernels
-
Curran Associates, Inc
-
Maxim Raginsky and Svetlana Lazebnik. 2009. Locality-sensitive binary codes from shift-invariant kernels. In NIPS. Curran Associates, Inc., 1509-1517.
-
(2009)
NIPS
, pp. 1509-1517
-
-
Raginsky, M.1
Lazebnik, S.2
-
23
-
-
67449128732
-
Semantic hashing
-
2009
-
Ruslan Salakhutdinov and Geoffrey Hinton. 2009. Semantic hashing. Int. J. Approx. Reason. 50, 7 (2009), 969-978. DOI:http://dx.doi.org/10.1016/j.ijar.2008.11.006
-
(2009)
Int. J. Approx. Reason
, vol.50
, Issue.7
, pp. 969-978
-
-
Salakhutdinov, R.1
Hinton, G.2
-
24
-
-
0345414554
-
Fast pose estimation with parameter-sensitive hashing
-
IEEE Computer Society
-
G. Shakhnarovich, P. Viola, and T. Darrell. 2003. Fast pose estimation with parameter-sensitive hashing. In ICCV. IEEE Computer Society, 750-757. DOI:http://dx.doi.org/10.1109/ICCV.2003.1238424
-
(2003)
ICCV
, pp. 750-757
-
-
Shakhnarovich, G.1
Viola, P.2
Darrell, T.3
-
25
-
-
34547964973
-
Pegasos: Primal estimated sub-gradient solver for SVM
-
ACM
-
Shai Shalev-Shwartz, Yoram Singer, and Nathan Srebro. 2007. Pegasos: Primal estimated sub-gradient solver for SVM. In ICML. ACM, 807-814. DOI:http://dx.doi.org/10.1145/1273496.1273598
-
(2007)
ICML
, pp. 807-814
-
-
Shalev-Shwartz, S.1
Singer, Y.2
Srebro, N.3
-
26
-
-
79952748054
-
Pegasos: Primal estimated sub-gradient solver for SVM
-
2011
-
Shai Shalev-Shwartz, Yoram Singer, Nathan Srebro, and Andrew Cotter. 2011. Pegasos: Primal estimated sub-gradient solver for SVM. Math. Program. 127, 1 (2011), 3-30. DOI:http://dx.doi.org/10.1007/s10107-010-0420-4
-
(2011)
Math. Program
, vol.127
, Issue.1
, pp. 3-30
-
-
Shalev-Shwartz, S.1
Singer, Y.2
Srebro, N.3
Cotter, A.4
-
27
-
-
84899744531
-
Multi-modal image retrieval for complex queries using small codes
-
ACM
-
Behjat Siddiquie, Brandyn White, Abhishek Sharma, and Larry S. Davis. 2014. Multi-modal image retrieval for complex queries using small codes. In ICMR. ACM, 321.
-
(2014)
ICMR
, pp. 321
-
-
Siddiquie, B.1
White, B.2
Sharma, A.3
Davis, L.S.4
-
29
-
-
84880548516
-
Inter-media hashing for largescale retrieval from heterogeneous data sources
-
ACM
-
Jingkuan Song, Yang Yang, Yi Yang, Zi Huang, and Heng Tao Shen. 2013. Inter-media hashing for largescale retrieval from heterogeneous data sources. In SIGMOD. ACM, 785-796. DOI:http://dx.doi.org/10.1145/2463676.2465274
-
(2013)
SIGMOD
, pp. 785-796
-
-
Song, J.1
Yang, Y.2
Yang, Y.3
Huang, Z.4
Tao Shen, H.5
-
30
-
-
81855191888
-
LDAHash: Improved matching with smaller descriptors
-
2012
-
C. Strecha, A. M. Bronstein, M. M. Bronstein, and P. Fua. 2012. LDAHash: Improved matching with smaller descriptors. Pattern Analysis and Machine Intelligence, IEEE Transactions on 34, 1 (2012), 66-78. DOI:http://dx.doi.org/10.1109/TPAMI.2011.103
-
(2012)
Pattern Analysis and Machine Intelligence, IEEE Transactions on
, vol.34
, Issue.1
, pp. 66-78
-
-
Strecha, C.1
Bronstein, A.M.2
Bronstein, M.M.3
Fua, P.4
-
31
-
-
0026256261
-
Satisfying general proximity/similarity queries with metric trees
-
1991
-
Jeffrey K. Uhlmann. 1991. Satisfying general proximity/similarity queries with metric trees. Inf. Process. Lett. 40, 4 (1991), 175-179.
-
(1991)
Inf. Process. Lett
, vol.40
, Issue.4
, pp. 175-179
-
-
Jeffrey, K.1
Uhlmann2
-
32
-
-
77955988108
-
Semi-supervised hashing for scalable image retrieval
-
IEEE Computer Society
-
Jun Wang, S. Kumar, and Shih-Fu Chang. 2010. Semi-supervised hashing for scalable image retrieval. In CVPR. IEEE Computer Society, 3424-3431. DOI:http://dx.doi.org/10.1109/CVPR.2010.5539994
-
(2010)
CVPR
, pp. 3424-3431
-
-
Wang, J.1
Kumar, S.2
Chang, S.3
-
33
-
-
84901787656
-
Effective multimodal retrieval based on stacked auto-encoders
-
2014
-
Wei Wang, Beng Chin Ooi, Xiaoyan Yang, Dongxiang Zhang, and Yueting Zhuang. 2014. Effective multimodal retrieval based on stacked auto-encoders. Proceedings of the VLDB Endowment 7, 8 (2014).
-
(2014)
Proceedings of the VLDB Endowment
, vol.7
, pp. 8
-
-
Wang, W.1
Chin Ooi, B.2
Yang, X.3
Zhang, D.4
Zhuang, Y.5
-
34
-
-
0000681228
-
A quantitative analysis and performance study for similarity-search methods in high-dimensional spaces
-
Morgan Kaufmann Publishers Inc
-
Roger Weber, Hans-Jörg Schek, and Stephen Blott. 1998. A quantitative analysis and performance study for similarity-search methods in high-dimensional spaces. In VLDB. Morgan Kaufmann Publishers Inc., 194-205. http://dl.acm.org/citation.cfm?id=645924.671192
-
(1998)
VLDB
, pp. 194-205
-
-
Weber, R.1
Schek, H.2
Blott, S.3
-
35
-
-
84907021882
-
Scalable heterogeneous translated hashing
-
ACM
-
YingWei, Yangqiu Song, Yi Zhen, Bo Liu, and Qiang Yang. 2014. Scalable heterogeneous translated hashing. In Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. ACM, 791-800.
-
(2014)
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 791-800
-
-
Yangqiu Song, Y.1
Zhen, Y.2
Liu, B.3
Yang, Q.4
-
36
-
-
84858779327
-
Spectral hashing
-
Curran Associates, Inc
-
Yair Weiss, Antonio Torralba, and Rob Fergus. 2008. Spectral hashing. In NIPS. Curran Associates, Inc., 1753-1760.
-
(2008)
NIPS
, pp. 1753-1760
-
-
Weiss, Y.1
Torralba, A.2
Fergus, R.3
-
37
-
-
84893377154
-
Sparse multi-modal hashing
-
2014
-
F.Wu, Z. Yu, Y. Yang, S. Tang, Y. Zhang, and Y. Zhuang. 2014. Sparse multi-modal hashing. IEEE Transactions on Multimedia, 16, 2 (2014), 427-439. DOI:http://dx.doi.org/10.1109/TMM.2013.2291214
-
(2014)
IEEE Transactions on Multimedia
, vol.16
, Issue.2
, pp. 427-439
-
-
Wu, F.1
Yu, Z.2
Yang, Y.3
Tang, S.4
Zhang, Y.5
Zhuang, Y.6
-
40
-
-
84896062612
-
Parametric local multimodal hashing for cross-view similarity search
-
AAAI Press
-
Deming Zhai, Hong Chang, Yi Zhen, Xianming Liu, Xilin Chen, and Wen Gao. 2013. Parametric local multimodal hashing for cross-view similarity search. In IJCAI. AAAI Press, 2754-2760. http://dl.acm.org/citation.cfm?id=2540128.2540525
-
(2013)
IJCAI
, pp. 2754-2760
-
-
Zhai, D.1
Chang, H.2
Zhen, Y.3
Liu, X.4
Chen, X.5
Gao, W.6
-
41
-
-
77956027394
-
Self-taught hashing for fast similarity search
-
ACM
-
Dell Zhang, Jun Wang, Deng Cai, and Jinsong Lu. 2010. Self-taught hashing for fast similarity search. In SIGIR. ACM, 18-25. DOI:http://dx.doi.org/10.1145/1835449.1835455
-
(2010)
SIGIR
, pp. 18-25
-
-
Zhang, D.1
Wang, J.2
Cai, D.3
Lu, J.4
-
42
-
-
84877748479
-
Co-regularized hashing for multimodal data
-
Curran Associates, Inc
-
Yi Zhen and Dit Yan Yeung. 2012a. Co-Regularized Hashing for Multimodal Data. In NIPS. Curran Associates, Inc., 1385-1393.
-
(2012)
NIPS
, pp. 1385-1393
-
-
Zhen, Y.1
Yan Yeung, D.2
-
43
-
-
84866037322
-
A probabilistic model for multimodal hash function learning
-
ACM
-
Yi Zhen and Dit Yan Yeung. 2012b. A probabilistic model for multimodal hash function learning. In KDD. ACM, 940-948. DOI:http://dx.doi.org/10.1145/2339530.2339678
-
(2012)
KDD
, pp. 940-948
-
-
Zhen, Y.1
Yan Yeung, D.2
-
45
-
-
84887418815
-
Linear cross-modal hashing for efficient multimedia search
-
ACM
-
Xiaofeng Zhu, Zi Huang, Heng Tao Shen, and Xin Zhao. 2013. Linear cross-modal hashing for efficient multimedia search. In MM. ACM, 143-152. DOI:http://dx.doi.org/10.1145/2502081.2502107
-
(2013)
MM
, pp. 143-152
-
-
Zhu, X.1
Huang, Z.2
Tao Shen, H.3
Zhao, X.4
|