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Nearest neighbor search is a problem of finding the data points from the database such that the distances from them to the query point are the smallest.
The complexity of finding fixed-radius near neighbors
J. L. Bentley, D. F. Stanat, and E. H. W. Jr · 1977
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On the resemblance and containment of documents
A. Z. Broder · 1997
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Syntactic clustering of the web
A. Z. Broder, S. C. Glassman, M. S. Manasse, and G. Zweig · 1997
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Quantization
R. M. Gray and D. L. Neuhoff · 1998
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Approximate nearest neighbors: Towards removing the curse of dimensionality
P. Indyk and R. Motwani · 1998
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Gradient-based learning applied to document recognition
Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner · 2001
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Modeling the shape of the scene: A holistic representation of the spatial envelope
A. Oliva and A. Torralba · 2001
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Similarity estimation techniques from rounding algorithms
M. Charikar · 2002
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Locality-sensitive hashing scheme based on p-stable distributions
M. Datar, N. Immorlica, P. Indyk, and V. S. Mirrokni · 2004
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Learning generative visual models from few training examples: an incremental bayesian approach tested on 101 object categories
L. Fei-Fei, R. Fergus, and P. Perona · 2004
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Ldc: Enabling search by partial distance in a hyper-dimensional space
N. Koudas, B. C. Ooi, H. T. Shen, and A. K. H. Tung · 2004
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Distinctive image features from scale-invariant keypoints
D. G. Lowe · 2004
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Hypergraph spectral hashing for similarity search of social image
Y. Zhuang, Y. Liu, F. Wu, Y. Zhang, and J. Shao · 2004
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Near-optimal hashing algorithms for approximate nearest neighbor in high dimensions
A. Andoni and P. Indyk · 2006
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Conditional random sampling: A sketch-based sampling technique for sparse data
P. Li, K. W. Church, and T. Hastie · 2006
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Very sparse random projections
P. Li, T. Hastie, and K. W. Church · 2006
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Entropy based nearest neighbor search in high dimensions
R. Panigrahy · 2006
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Photo tourism: exploring photo collections in 3d
N. Snavely, S. M. Seitz, and R. Szeliski · 2006
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Peekaboom: a game for locating objects in images
L. von Ahn, R. Liu, and M. Blum · 2006
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Multi-probe lsh: Efficient indexing for high-dimensional similarity search
Q. Lv, W. Josephson, Z. Wang, M. Charikar, and K. Li · 2007
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Lower bounds on locality sensitive hashing
R. Motwani, A. Naor, and R. Panigrahy · 2007
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Semantic hashing
R. Salakhutdinov and G. E. Hinton · 2007
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1-bit compressive sensing
P. Boufounos and R. G. Baraniuk · 2008
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Query adaptative locality sensitive hashing
H. Jegou, L. Amsaleg, C. Schmid, and P. Gros · 2008
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Hamming embedding and weak geometric consistency for large scale image search
H. Jegou, M. Douze, and C. Schmid · 2008
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Labelme: A database and web-based tool for image annotation
B. C. Russell, A. Torralba, K. P. Murphy, and W. T. Freeman · 2008
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80 million tiny images: A large data set for nonparametric object and scene recognition
A. B. Torralba, R. Fergus, and W. T. Freeman · 2008
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Spectral hashing
Y. Weiss, A. Torralba, and R. Fergus · 2008
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Imagenet: A large-scale hierarchical image database
J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li, and L. Fei-Fei · 2009
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Learning to hash with binary reconstructive embeddings
B. Kulis and T. Darrell · 2009
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Principal component hashing: An accelerated approximate nearest neighbor search
Y. Matsushita and T. Wada · 2009
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Fast approximate nearest neighbors with automatic algorithm configuration
M. Muja and D. G. Lowe · 2009
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Semantic hashing
R. Salakhutdinov and G. E. Hinton · 2009
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Transform coding for fast approximate nearest neighbor search in high dimensions
J. Brandt · 2010
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Large-scale discovery of spatially related images
O. Chum and J. Matas · 2010
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Scalable similarity search with optimized kernel hashing
J. He, W. Liu, and S.-F. Chang · 2010
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Aggregating local descriptors into a compact image representation
H. Jégou, M. Douze, C. Schmid, and P. Pérez · 2010
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b-bit minwise hashing
P. Li and A. C. König · 2010
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b-bit minwise hashing for estimating three-way similarities
P. Li, A. C. König, and W. Gui · 2010
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Spec hashing: Similarity preserving algorithm for entropy-based coding
R.-S. Lin, D. A. Ross, and J. Yagnik · 2010
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Weakly-supervised hashing in kernel space
Y. Mu, J. Shen, and S. Yan · 2010
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Locality sensitive hashing: A comparison of hash function types and querying mechanisms
L. Paulevé, H. Jégou, and L. Amsaleg · 2010
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Large-scale image retrieval with compressed fisher vectors
F. Perronnin, Y. Liu, J. Sánchez, and H. Poirier · 2010
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Searching with expectations
H. Sandhawalia and H. Jegou · 2010
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Semi-supervised hashing for scalable image retrieval
J. Wang, O. Kumar, and S.-F. Chang · 2010
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Sequential projection learning for hashing with compact codes
J. Wang, S. Kumar, and S.-F. Chang · 2010
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Self-taught hashing for fast similarity search
D. Zhang, J. Wang, D. Cai, and J. Lu · 2010
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Picodes: Learning a compact code for novel-category recognition
A. Bergamo, L. Torresani, and A. W. Fitzgibbon · 2011
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Fast locality-sensitive hashing
A. Dasgupta, R. Kumar, and T. Sarlós · 2011
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Iterative quantization: A procrustean approach to learning binary codes
Y. Gong and S. Lazebnik · 2011
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Compact hashing with joint optimization of search accuracy and time
J. He, S.-F. Chang, R. Radhakrishnan, and C. Bauer · 2011
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Product quantization for nearest neighbor search
H. Jégou, M. Douze, and C. Schmid · 2011
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Searching in one billion vectors: Re-rank with source coding
H. Jégou, R. Tavenard, M. Douze, and L. Amsaleg · 2011
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Lost in binarization: query-adaptive ranking for similar image search with compact codes
Y.-G. Jiang, J. Wang, and S.-F. Chang · 2011
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Random maximum margin hashing
A. Joly and O. Buisson · 2011
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Hashing with graphs
W. Liu, J. Wang, S. Kumar, and S.-F. Chang · 2011
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Minimal loss hashing for compact binary codes
M. Norouzi and D. J. Fleet · 2011
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Optimal lower bounds for locality sensitive hashing (except when q is tiny)
R. O’Donnell, Y. Wu, and Y. Zhou · 2011
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High-dimensional signature compression for large-scale image classification
J. Sánchez and F. Perronnin · 2011
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Complementary hashing for approximate nearest neighbor search
H. Xu, J. Wang, Z. Li, G. Zeng, S. Li, and N. Yu · 2011
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The inverted multi-index
A. Babenko and V. S. Lempitsky · 2012
Cited alongside, same era.
Robust sparse hashing
A. Cherian, V. Morellas, and N. Papanikolopoulos · 2012
Cited alongside, same era.
Locality-sensitive hashing scheme based on dynamic collision counting
J. Gan, J. Feng, Q. Fang, and W. Ng · 2012
Cited alongside, same era.
Angular quantization-based binary codes for fast similarity search
Y. Gong, S. Kumar, V. Verma, and S. Lazebnik · 2012
Cited alongside, same era.
Spherical hashing
J.-P. Heo, Y. Lee, J. He, S.-F. Chang, and S.-E. Yoon · 2012
Cited alongside, same era.
Anti-sparse coding for approximate nearest neighbor search
H. Jégou, T. Furon, and J.-J. Fuchs · 2012
Cited alongside, same era.
Super-bit locality-sensitive hashing
Graph cuts for supervised binary coding
T. Ge, K. He, and J. Sun · 2014
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Asymmetric distances for binary embeddings
A. Gordo, F. Perronnin, Y. Gong, and S. Lazebnik · 2014
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Distance encoded product quantization
J.-P. Heo, Z. Lin, and S.-E. Yoon · 2014
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Locally linear hashing for extracting non-linear manifolds
G. Irie, Z. Li, X.-M. Wu, and S.-F. Chang · 2014
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Locally optimized product quantization for approximate nearest neighbor search
Y. Kalantidis and Y. Avrithis · 2014
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Fast supervised hashing with decision trees for high-dimensional data
G. Lin, C. Shen, Q. Shi, A. van_den_Hengel, and D. Suter · 2014
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J. Ji, J. Li, S. Yan, B. Zhang, and Q. Tian · 2012
Cited alongside, same era.
Isotropic hashing
W. Kong and W.-J. Li · 2012
Cited alongside, same era.
Imagenet classification with deep convolutional neural networks
A. Krizhevsky, I. Sutskever, and G. E. Hinton · 2012
Cited alongside, same era.
One permutation hashing
P. Li, A. B. Owen, and C.-H. Zhang · 2012
Cited alongside, same era.
Supervised hashing with kernels
W. Liu, J. Wang, R. Ji, Y.-G. Jiang, and S.-F. Chang · 2012
Cited alongside, same era.
Compact hyperplane hashing with bilinear functions
W. Liu, J. Wang, Y. Mu, S. Kumar, and S.-F. Chang · 2012
Cited alongside, same era.
Discrete graph hashing
W. Liu, C. Mu, S. Kumar, and S. Chang · 2014
Later among the works it cites.
Collaborative hashing
X. Liu, J. He, C. Deng, and B. Lang · 2014
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Scalable nearest neighbor algorithms for high dimensional data
M. Muja and D. G. Lowe · 2014
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Glove: Global vectors for word representation
J. Pennington, R. Socher, and C. D. Manning · 2014
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Quantized kernel learning for feature matching
D. Qin, X. Chen, M. Guillaumin, and L. J. V. Gool · 2014
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Learning to rank histograms for object retrieval
D. Qin, Y. Chen, M. Guillaumin, and L. J. V. Gool · 2014
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Densifying one permutation hashing via rotation for fast near neighbor
A. Shrivastava and P. Li · 2014
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Hashing for similarity search: A survey
J. Wang, H. T. Shen, J. Song, and J. Ji · 2014
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Optimized distances for binary code ranking
J. Wang, H. T. Shen, S. Yan, N. Yu, S. Li, and J. Wang · 2014
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Optimized cartesian k k -means
J. Wang, J. Wang, J. Song, X.-S. Xu, H. T. Shen, and S. Li · 2014
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Supervised hashing for image retrieval via image representation learning
R. Xia, Y. Pan, H. Lai, C. Liu, and S. Yan · 2014
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Adaptive object retrieval with kernel reconstructive hashing
H. Yang, X. Bai, J. Zhou, P. Ren, Z. Zhang, and J. Cheng · 2014
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Circulant binary embedding
F. Yu, S. Kumar, Y. Gong, and S.-F. Chang · 2014
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Composite quantization for approximate nearest neighbor search
T. Zhang, C. Du, and J. Wang · 2014
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Locality preserving hashing
K. Zhao, H. Lu, and J. Mei · 2014
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Tree quantization for large-scale similarity search and classification
A. Babenko and V. Lempitsky · 2015
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Adaptive hashing for fast similarity search
F. Çakir and S. Sclaroff · 2015
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Hashing with binary autoencoders
M. Á. Carreira-Perpiñán and R. Raziperchikolaei · 2015
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knn hashing with factorized neighborhood representation
K. Ding, C. Huo, B. Fan, and C. Pan · 2015
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Scalable multimedia retrieval by deep learning hashing with relative similarity learning
L. Gao, J. Song, F. Zou, D. Zhang, and J. Shao · 2015
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Alternating co-quantization for cross-modal hashing
G. Irie, H. Arai, and Y. Taniguchi · 2015
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Scalable graph hashing with feature transformation
Q. Jiang and W. Li · 2015
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Simultaneous feature learning and hash coding with deep neural networks
H. Lai, Y. Pan, Y. Liu, and S. Yan · 2015
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Online sketching hashing
C. Leng, J. Wu, J. Cheng, X. Bai, and H. Lu · 2015
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Deep hashing for compact binary codes learning
V. E. Liong, J. Lu, G. Wang, P. Moulin, and J. Zhou · 2015
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Multi-view complementary hash tables for nearest neighbor search
X. Liu, L. Huang, C. Deng, J. Lu, and B. Lang · 2015
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Pqtable: Fast exact asymmetric distance neighbor search for product quantization using hash tables
Y. Matsui, T. Yamasaki, and K. Aizawa · 2015
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Capsule: A camera-based positioning system using learning
Y. Moon, S. Noh, D. Park, C. Luo, A. Shrivastava, S. Hong, and K. Palem · 2015
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An NMF perspective on binary hashing
L. Mukherjee, S. N. Ravi, V. K. Ithapu, T. Holmes, and V. Singh · 2015
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Supervised discrete hashing
F. Shen, C. Shen, W. Liu, and H. T. Shen · 2015
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Top rank supervised binary coding for visual search
D. Song, W. Liu, R. Ji, D. A. Meyer, and J. R. Smith · 2015
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Robust discrete spectral hashing for large-scale image semantic indexing
Y. Yang, F. Shen, H. T. Shen, H. Li, and X. Li · 2015
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Sparse composite quantization
T. Zhang, G.-J. Qi, J. Tang, and J. Wang · 2015
Later among the works it cites.
Deep semantic ranking based hashing for multi-label image retrieval
F. Zhao, Y. Huang, L. Wang, and T. Tan · 2015
Later among the works it cites.
Binary optimized hashing
Q. Dai, J. Li, J. Wang, and Y. Jiang · 2016
Closest in time.
Learning to hash with binary deep neural network
T. Do, A. Doan, and N. Cheung · 2016
Closest in time.
Binary hashing with semidefinite relaxation and augmented lagrangian
T. Do, A. Doan, D. T. Nguyen, and N. Cheung · 2016
Closest in time.
Approximate search with quantized sparse representations
H. Jain, P. Pérez, R. Gribonval, J. Zepeda, and H. Jégou · 2016
Closest in time.
Fast nearest neighbor search in the hamming space
Z. Jiang, L. Xie, X. Deng, W. Xu, and J. Wang · 2016
Closest in time.
Deep supervised hashing for fast image retrieval
H. Liu, R. Wang, S. Shan, and X. Chen · 2016
Closest in time.
Query-adaptive reciprocal hash tables for nearest neighbor search
X. Liu, C. Deng, B. Lang, D. Tao, and X. Li · 2016
Closest in time.
Revisiting additive quantization
J. Martinez, J. Clement, H. H. Hoos, and J. J. Little · 2016
Closest in time.
A fast optimization method for general binary code learning
F. Shen, X. Zhou, Y. Yang, J. Song, H. T. Shen, and D. Tao · 2016
Closest in time.
Kernel-based supervised discrete hashing for image retrieval
X. Shi, F. Xing, J. Cai, Z. Zhang, Y. Xie, and L. Yang · 2016
Closest in time.
A distance-computation-free search scheme for binary code databases
J. Song, H. T. Shen, J. Wang, Z. Huang, N. Sebe, and J. Wang · 2016
Closest in time.
Learning to hash for indexing big data - A survey
J. Wang, W. Liu, S. Kumar, and S. Chang · 2016
Closest in time.
Supervised quantization for similarity search
X. Wang, T. Zhang, G.-J. Qi, J. Tang, and J. Wang · 2016
Closest in time.
Discrete collaborative filtering
H. Zhang, F. Shen, W. Liu, X. He, H. Luan, and T. Chua · 2016
Closest in time.
Discrete image hashing using large weakly annotated photo collections
H. Zhang, N. Zhao, X. Shang, H. Luan, and T. Chua · 2016
Closest in time.
Scalable discrete supervised hash learning with asymmetric matrix factorization
S. Zhang, J. Li, J. Guo, and B. Zhang · 2016
Closest in time.
Collaborative quantization for cross-modal similarity search
T. Zhang and J. Wang · 2016
Closest in time.
Sequential discrete hashing for scalable cross-modality similarity retrieval
L. Liu, Z. Lin, L. Shao, F. Shen, G. Ding, and J. Han · 2017
Closest in time.
Learning discriminative binary codes for large-scale cross-modal retrieval
X. Xu, F. Shen, Y. Yang, H. T. Shen, and X. Li · 2017
Closest in time.