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Due to its low storage cost and fast query speed, cross-modal hashing (CMH) has been widely used for similarity search in multimedia retrieval applications.
Relations between two sets of variates
Hotelling, Harold · 1936
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Handwritten digit recognition with a back-propagation network
LeCun, Yann, Boser, Bernhard E., Denker, John S., Henderson, Donnie, Howard, R. E., Hubbard, Wayne E., and Jackel, Lawrence D · 1989
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Near-optimal hashing algorithms for approximate nearest neighbor in high dimensions
Andoni, Alexandr and Indyk, Piotr · 2008
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The mir flickr retrieval evaluation
Huiskes, Mark J. and Lew, Michael S · 2008
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Spectral hashing
Weiss, Yair, Torralba, Antonio, and Fergus, Robert · 2008
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NUS-WIDE: a real-world web image database from national university of singapore
Chua, Tat-Seng, Tang, Jinhui, Hong, Richang, Li, Haojie, Luo, Zhiping, and Zheng, Yantao · 2009
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Locality-sensitive binary codes from shift-invariant kernels
Raginsky, Maxim and Lazebnik, Svetlana · 2009
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Data fusion through cross-modality metric learning using similarity-sensitive hashing
Bronstein, Michael M., Bronstein, Alexander M., Michel, Fabrice, and Paragios, Nikos · 2010
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Sequential projection learning for hashing with compact codes
Wang, Jun, Kumar, Sanjiv, and Chang, Shih-Fu · 2010
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Learning hash functions for cross-view similarity search
Kumar, Shaishav and Udupa, Raghavendra · 2011
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Hashing with graphs
Liu, Wei, Wang, Jun, Kumar, Sanjiv, and Chang, Shih-Fu · 2011
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Minimal loss hashing for compact binary codes
Norouzi, Mohammad and Fleet, David J · 2011
Cited alongside, same era.
Multiple feature hashing for real-time large scale near-duplicate video retrieval
Song, Jingkuan, Yang, Yi, Huang, Zi, Shen, Heng Tao, and Hong, Richang · 2011
Cited alongside, same era.
Composite hashing with multiple information sources
Zhang, Dan, Wang, Fei, and Si, Luo · 2011
Cited alongside, same era.
Imagenet classification with deep convolutional neural networks
Krizhevsky, Alex, Sutskever, Ilya, and Hinton, Geoffrey E · 2012
Cited alongside, same era.
Hamming distance metric learning
Norouzi, Mohammad, Fleet, David J., and Salakhutdinov, Ruslan · 2012
Cited alongside, same era.
Predictable dual-view hashing
Rastegari, Mohammad, Choi, Jonghyun, Fakhraei, Shobeir, III, Hal Daumé, and Davis, Larry S · 2013
Cited alongside, same era.
Circulant binary embedding
Yu, Felix X., Kumar, Sanjiv, Gong, Yunchao, and Chang, Shih-Fu · 2014
Later among the works it cites.
Large-scale supervised multimodal hashing with semantic correlation maximization
Zhang, Dongqing and Li, Wu-Jun · 2014
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Optimal data-dependent hashing for approximate near neighbors
Andoni, Alexandr and Razenshteyn, Ilya · 2015
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Practical and optimal LSH for angular distance
Andoni, Alexandr, Indyk, Piotr, Laarhoven, Thijs, Razenshteyn, Ilya P., and Schmidt, Ludwig · 2015
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Hashing for distributed data
Leng, Cong, Wu, Jiaxiang, Cheng, Jian, Zhang, Xi, and Lu, Hanqing · 2015
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Semantics-preserving hashing for cross-view retrieval
Lin, Zijia, Ding, Guiguang, Hu, Mingqing, and Wang, Jianmin · 2015
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Return of the devil in the details: Delving deep into convolutional nets
Chatfield, Ken, Simonyan, Karen, Vedaldi, Andrea, and Zisserman, Andrew · 2014
Cited alongside, same era.
Collective matrix factorization hashing for multimodal data
Ding, Guiguang, Guo, Yuchen, and Zhou, Jile · 2014
Cited alongside, same era.
Discrete graph hashing
Liu, Wei, Mu, Cun, Kumar, Sanjiv, and Chang, Shih-Fu · 2014
Cited alongside, same era.
Imagenet large scale visual recognition challenge
Russakovsky, Olga, Deng, Jia, Su, Hao, Krause, Jonathan, Satheesh, Sanjeev, Ma, Sean, Huang, Zhiheng, Karpathy, Andrej, Khosla, Aditya, Bernstein, Michael S., Berg, Alexander C., and Li, Fei-Fei · 2014
Cited alongside, same era.
Densifying one permutation hashing via rotation for fast near neighbor search
Shrivastava, Anshumali and Li, Ping · 2014
Cited alongside, same era.
A probabilistic model for multimodal hash function learning
Zhen, Yi and Yeung, Dit-Yan
Cited in the paper.
Deep hashing for compact binary codes learning
Liong, Venice Erin, Lu, Jiwen, Wang, Gang, Moulin, Pierre, and Zhou, Jie · 2015
Later among the works it cites.
On symmetric and asymmetric lshs for inner product search
Neyshabur, Behnam and Srebro, Nathan · 2015
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Matconvnet: Convolutional neural networks for MATLAB
Vedaldi, Andrea and Lenc, Karel · 2015
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Semantic topic multimodal hashing for cross-media retrieval
Wang, Di, Gao, Xinbo, Wang, Xiumei, and He, Lihuo · 2015
Later among the works it cites.
Deep semantic ranking based hashing for multi-label image retrieval
Zhao, Fang, Huang, Yongzhen, Wang, Liang, and Tan, Tieniu · 2015
Later among the works it cites.