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        AUTHOR = "Zhang, L. and Ma, B.P. and Li, G.R. and Huang, Q.M. and Tian, Q.",
        TITLE = "Generalized Semi-supervised and Structured Subspace Learning for
Cross-Modal Retrieval",
        JOURNAL = MultMed,
        VOLUME = "20",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "128-141",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194086"}

@article{bb198901,
        AUTHOR = "Wei, P.X. and Qin, F. and Wan, F. and Zhu, Y. and Jiao, J.B. and Ye, Q.X.",
        TITLE = "Correlated Topic Vector for Scene Classification",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3221-3234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194087"}

@article{bb198902,
        AUTHOR = "Qu, Y. and Lin, L. and Shen, F. and Lu, C. and Wu, Y. and Xie, Y. and Tao, D.",
        TITLE = "Joint Hierarchical Category Structure Learning and Large-Scale Image
Classification",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "4331-4346",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194088"}

@article{bb198903,
        AUTHOR = "Ma, L. and Li, H. and Meng, F. and Wu, Q. and Ngan, K.N.",
        TITLE = "Learning Efficient Binary Codes From High-Level Feature
Representations for Multilabel Image Retrieval",
        JOURNAL = MultMed,
        VOLUME = "19",
        YEAR = "2017",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2545-2560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194089"}

@article{bb198904,
        AUTHOR = "Luo, M.N. and Chang, X.J. and Li, Z.H. and Nie, L.Q. and Hauptmann, A.G. and Zheng, Q.H.",
        TITLE = "Simple to complex cross-modal learning to rank",
        JOURNAL = CVIU,
        VOLUME = "163",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "67-77",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194090"}

@inproceedings{bb198905,
        AUTHOR = "Younessian, E. and Mitamura, T. and Hauptmann, A.G.",
        TITLE = "Multimodal knowledge-based analysis in multimedia event detection",
        BOOKTITLE = ICMR12,
        YEAR = "2012",
        PAGES = "51",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194091"}

@article{bb198906,
        AUTHOR = "Karpathy, A. and Fei Fei, L.",
        TITLE = "Deep Visual-Semantic Alignments for Generating Image Descriptions",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "664-676",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194092"}

@inproceedings{bb198907,
        AUTHOR = "Fei Fei, L. and Karpathy, A.",
        TITLE = "Deep Visual-Semantic Alignments for Generating Image Descriptions",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "3128-3137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194092"}

@inproceedings{bb198908,
        AUTHOR = "Karpathy, A. and Toderici, G. and Shetty, S. and Leung, T. and Sukthankar, R. and Fei Fei, L.",
        TITLE = "Large-Scale Video Classification with Convolutional Neural Networks",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "1725-1732",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194093"}

@article{bb198909,
        AUTHOR = "Liang, T.M. and Xu, X.Z. and Xiao, P.C.",
        TITLE = "A new image classification method based on modified condensed nearest
neighbor and convolutional neural networks",
        JOURNAL = PRL,
        VOLUME = "94",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "105-111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194094"}

@article{bb198910,
        AUTHOR = "Ercoli, S. and Bertini, M. and del Bimbo, A.",
        TITLE = "Compact Hash Codes for Efficient Visual Descriptors Retrieval in
Large Scale Databases",
        JOURNAL = MultMed,
        VOLUME = "19",
        YEAR = "2017",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2521-2532",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194095"}

@article{bb198911,
        AUTHOR = "Wang, J.D. and Zhang, T. and Song, J.K. and Sebe, N. and Shen, H.T.",
        TITLE = "A Survey on Learning to Hash",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "769-790",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194096"}

@article{bb198912,
        AUTHOR = "Vo, P.D. and Ginsca, A.L. and Le Borgne, H. and Popescu, A.",
        TITLE = "Harnessing noisy Web images for deep representation",
        JOURNAL = CVIU,
        VOLUME = "164",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "68-81",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194097"}

@inproceedings{bb198913,
        AUTHOR = "Ginsca, A.L. and Popescu, A. and Le Borgne, H. and Ballas, N. and Vo, P.D. and Kanellos, I.",
        TITLE = "Large-Scale Image Mining with Flickr Groups",
        BOOKTITLE = MMMod15,
        YEAR = "2015",
        PAGES = "I: 318-334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194098"}

@article{bb198914,
        AUTHOR = "Hsu, C.C. and Lin, C.W.",
        TITLE = "CNN-Based Joint Clustering and Representation Learning with Feature
Drift Compensation for Large-Scale Image Data",
        JOURNAL = MultMed,
        VOLUME = "20",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "421-429",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194099"}

@article{bb198915,
        AUTHOR = "Li, Y.Q. and Liu, W. and Huang, J.Z.",
        TITLE = "Sub-Selective Quantization for Learning Binary Codes in Large-Scale
Image Search",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1526-1532",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194100"}

@article{bb198916,
        AUTHOR = "Fu, Q. and Luo, Y. and Wen, Y.G. and Tao, D.C. and Li, Y. and Duan, L.Y.",
        TITLE = "Toward Intelligent Product Retrieval for TV-to-Online (T2O)
Application: A Transfer Metric Learning Approach",
        JOURNAL = MultMed,
        VOLUME = "20",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2114-2125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194101"}

@article{bb198917,
        AUTHOR = "Jiang, H.J. and Wang, R.P. and Li, Y. and Liu, H.M. and Shan, S.G. and Chen, X.L.",
        TITLE = "Attribute annotation on large-scale image database by active
knowledge transfer",
        JOURNAL = IVC,
        VOLUME = "78",
        YEAR = "2018",
        PAGES = "1-13",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194102"}

@article{bb198918,
        AUTHOR = "Dong, J. and Li, X. and Xu, D.",
        TITLE = "Cross-Media Similarity Evaluation for Web Image Retrieval in the Wild",
        JOURNAL = MultMed,
        VOLUME = "20",
        YEAR = "2018",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2371-2384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194103"}

@article{bb198919,
        AUTHOR = "Yang, H.F. and Lin, K. and Chen, C.S.",
        TITLE = "Supervised Learning of Semantics-Preserving Hash via Deep
Convolutional Neural Networks",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "437-451",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194104"}

@article{bb198920,
        AUTHOR = "Peng, Y.X. and Qi, J.W. and Huang, X. and Yuan, Y.X.",
        TITLE = "CCL: Cross-modal Correlation Learning With Multigrained Fusion by
Hierarchical Network",
        JOURNAL = MultMed,
        VOLUME = "20",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "405-420",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194105"}

@article{bb198921,
        AUTHOR = "Peng, Y.X. and Qi, J.W. and Yuan, Y.X.",
        TITLE = "Modality-Specific Cross-Modal Similarity Measurement With Recurrent
Attention Network",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "5585-5599",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194106"}

@article{bb198922,
        AUTHOR = "Peng, Y.X. and Qi, J.W. and Ye, Z.D. and Zhuo, Y.K.",
        TITLE = "Hierarchical Visual-Textual Knowledge Distillation for Life-Long
Correlation Learning",
        JOURNAL = IJCV,
        VOLUME = "129",
        YEAR = "2021",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "921-941",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194107"}

@article{bb198923,
        AUTHOR = "Li, Y.S. and Zhang, Y.J. and Huang, X. and Zhu, H. and Ma, J.Y.",
        TITLE = "Large-Scale Remote Sensing Image Retrieval by Deep Hashing Neural
Networks",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "950-965",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194108"}

@article{bb198924,
        AUTHOR = "Li, Y.S. and Zhang, Y.J. and Huang, X. and Ma, J.Y.",
        TITLE = "Learning Source-Invariant Deep Hashing Convolutional Neural Networks
for Cross-Source Remote Sensing Image Retrieval",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "6521-6536",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194109"}

@article{bb198925,
        AUTHOR = "Hu, H. and Wang, K. and Lv, C. and Wu, J. and Yang, Z.",
        TITLE = "Semi-Supervised Metric Learning-Based Anchor Graph Hashing for
Large-Scale Image Retrieval",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "739-754",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194110"}

@article{bb198926,
        AUTHOR = "Cevikalp, H. and Elmas, M. and Ozkan, S.",
        TITLE = "Large-scale image retrieval using transductive support vector
machines",
        JOURNAL = CVIU,
        VOLUME = "173",
        YEAR = "2018",
        PAGES = "2-12",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194111"}

@inproceedings{bb198927,
        AUTHOR = "Cevikalp, H. and Elmas, M. and Ozkan, S.",
        TITLE = "Towards Category Based Large-Scale Image Retrieval Using Transductive
Support Vector Machines",
        BOOKTITLE = WebScale16,
        YEAR = "2016",
        PAGES = "I: 621-637",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194112"}

@article{bb198928,
        AUTHOR = "Wu, G. and Han, J. and Guo, Y. and Liu, L. and Ding, G. and Ni, Q. and Shao, L.",
        TITLE = "Unsupervised Deep Video Hashing via Balanced Code for Large-Scale
Video Retrieval",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1993-2007",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194113"}

@article{bb198929,
        AUTHOR = "Xu, J. and Wang, C.H. and Qi, C.Z. and Shi, C.Z. and Xiao, B.H.",
        TITLE = "Iterative Manifold Embedding Layer Learned by Incomplete Data for
Large-Scale Image Retrieval",
        JOURNAL = MultMed,
        VOLUME = "21",
        YEAR = "2019",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1551-1562",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194114"}

@article{bb198930,
        AUTHOR = "Chen, B.H. and Deng, W.H.",
        TITLE = "Deep embedding learning with adaptive large margin N-pair loss for
image retrieval and clustering",
        JOURNAL = PR,
        VOLUME = "93",
        YEAR = "2019",
        PAGES = "353-364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194115"}

@article{bb198931,
        AUTHOR = "Keisler, R. and Skillman, S.W. and Gonnabathula, S. and Poehnelt, J. and Rudelis, X. and Warren, M.S.",
        TITLE = "Visual search over billions of aerial and satellite images",
        JOURNAL = CVIU,
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        YEAR = "2019",
        PAGES = "102790",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194116"}

@article{bb198932,
        AUTHOR = "Kan, S.C. and Cen, L.H. and Zheng, X.W. and Cen, Y. and Zhu, Z. and Wang, H.",
        TITLE = "A supervised learning to index model for approximate nearest neighbor
image retrieval",
        JOURNAL = SP:IC,
        VOLUME = "78",
        YEAR = "2019",
        PAGES = "494-502",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194117"}

@article{bb198933,
        AUTHOR = "Al Barazanchi, H.A. and Qassim, H. and Verma, A.",
        TITLE = "Large-scale scene image categorisation with deep learning-based model",
        JOURNAL = IJCVR,
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        YEAR = "2020",
        NUMBER = "3",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194118"}

@article{bb198934,
        AUTHOR = "Li, Q. and Peng, X.J. and Cao, L.L. and Du, W.B. and Xing, H. and Qiao, Y. and Peng, Q.A.",
        TITLE = "Product image recognition with guidance learning and noisy
supervision",
        JOURNAL = CVIU,
        VOLUME = "196",
        YEAR = "2020",
        PAGES = "102963",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194119"}

@article{bb198935,
        AUTHOR = "Chiu, C.Y. and Prayoonwong, A. and Liao, Y.C.",
        TITLE = "Learning to Index for Nearest Neighbor Search",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1942-1956",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194120"}

@inproceedings{bb198936,
        AUTHOR = "Prayoonwong, A. and Wang, C.H. and Chiu, C.Y.",
        TITLE = "Learning to Index in Large-Scale Datasets",
        BOOKTITLE = MMMod18,
        YEAR = "2018",
        PAGES = "I:305-316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194121"}

@article{bb198937,
        AUTHOR = "Wang, H. and Song, H. and Wu, X.X. and Jia, Y.D.",
        TITLE = "Incremental transfer learning for video annotation via grouped
heterogeneous sources",
        JOURNAL = IET-CV,
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        YEAR = "2020",
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        PAGES = "26-35",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194122"}

@inproceedings{bb198938,
        AUTHOR = "Wang, H. and Song, H. and Wu, X.X. and Jia, Y.D.",
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        PAGES = "V: 493-507",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194123"}

@article{bb198939,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194124"}

@inproceedings{bb198940,
        AUTHOR = "Feng, Z.Y. and Jin, R. and Jain, A.",
        TITLE = "Large-Scale Image Annotation by Efficient and Robust Kernel Metric
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@article{bb198941,
        AUTHOR = "Chatfield, K. and Arandjelovic, R. and Parkhi, O.M. and Zisserman, A.",
        TITLE = "On-the-fly learning for visual search of large-scale image and video
datasets",
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        MONTH = "June",
        PAGES = "75-93",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194126"}

@inproceedings{bb198942,
        AUTHOR = "Zisserman, A.",
        TITLE = "Towards on-the-fly Large Scale Video Search",
        BOOKTITLE = BMVC13,
        YEAR = "2013",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194127"}

@inproceedings{bb198943,
        AUTHOR = "Chatfield, K. and Zisserman, A.",
        TITLE = "VISOR: Towards On-the-Fly Large-Scale Object Category Retrieval",
        BOOKTITLE = ACCV12,
        YEAR = "2012",
        PAGES = "II:432-446",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194128"}

@article{bb198944,
        AUTHOR = "Husain, S.S. and Bober, M.",
        TITLE = "REMAP: Multi-Layer Entropy-Guided Pooling of Dense CNN Features for
Image Retrieval",
        JOURNAL = IP,
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        YEAR = "2019",
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        PAGES = "5201-5213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194129"}

@article{bb198945,
        AUTHOR = "Zhu, H.P.",
        TITLE = "Massive-scale image retrieval based on deep visual feature
representation",
        JOURNAL = JVCIR,
        VOLUME = "70",
        YEAR = "2020",
        PAGES = "102738",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194130"}

@article{bb198946,
        AUTHOR = "Li, S.Y. and Guo, Y. and Ren, H. and Wang, Z. and Ren, K.Y. and Liu, C.S. and Lin, H. and Shi, J.B.",
        TITLE = "FCNet: A feature context network based on ensemble framework for
image retrieval",
        JOURNAL = IET-CV,
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        YEAR = "2022",
        NUMBER = "4",
        PAGES = "295-306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194131"}

@article{bb198947,
        AUTHOR = "Janani, T. and Brindha, M.",
        TITLE = "SEcure Similar Image Matching (SESIM): An Improved Privacy Preserving
Image Retrieval Protocol over Encrypted Cloud Database",
        JOURNAL = MultMed,
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        YEAR = "2022",
        PAGES = "3794-3806",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194132"}

@article{bb198948,
        AUTHOR = "Chen, B. and Feng, Y. and Dai, T. and Bai, J. and Jiang, Y. and Xia, S.T. and Wang, X.",
        TITLE = "Adversarial Examples Generation for Deep Product Quantization
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        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1388-1404",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194133"}

@inproceedings{bb198949,
        AUTHOR = "Song, C.H. and Han, H.J. and Avrithis, Y.S.",
        TITLE = "All the attention you need:
Global-local, spatial-channel attention for image retrieval",
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        YEAR = "2022",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194134"}

@inproceedings{bb198950,
        AUTHOR = "Avrithis, Y.S. and Kalantidis, Y. and Anagnostopoulos, E. and Emiris, I.Z.",
        TITLE = "Web-Scale Image Clustering Revisited",
        BOOKTITLE = ICCV15,
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        PAGES = "1502-1510",
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@inproceedings{bb198951,
        AUTHOR = "Li, H.K. and Bai, C. and Huang, L. and Jiang, Y.G. and Chen, S.Y.",
        TITLE = "Instance Image Retrieval with Generative Adversarial Training",
        BOOKTITLE = MMMod20,
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@inproceedings{bb198952,
        AUTHOR = "Zhen, L.L. and Hu, P. and Wang, X. and Peng, D.Z.",
        TITLE = "Deep Supervised Cross-Modal Retrieval",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
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@inproceedings{bb198953,
        AUTHOR = "Morozov, S. and Babenko, A.",
        TITLE = "Unsupervised Neural Quantization for Compressed-Domain Similarity
Search",
        BOOKTITLE = ICCV19,
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        PAGES = "3036-3045",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194138"}

@inproceedings{bb198954,
        AUTHOR = "Yu, T. and Yuan, J.S. and Fang, C. and Jin, H.L.",
        TITLE = "Product Quantization Network for Fast Image Retrieval",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
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@inproceedings{bb198955,
        AUTHOR = "Jose, A. and Lopez, R.D. and Heisterklaus, I. and Wien, M.",
        TITLE = "Pyramid Pooling of Convolutional Feature Maps for Image Retrieval",
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@article{bb198997,
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@article{bb198999,
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