{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,17]],"date-time":"2026-04-17T04:56:03Z","timestamp":1776401763226,"version":"3.51.2"},"publisher-location":"Cham","reference-count":42,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030012663","type":"print"},{"value":"9783030012670","type":"electronic"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-030-01267-0_36","type":"book-chapter","created":{"date-parts":[[2018,10,6]],"date-time":"2018-10-06T17:02:36Z","timestamp":1538845356000},"page":"614-629","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":110,"title":["Attention-Aware Deep Adversarial Hashing for Cross-Modal Retrieval"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9173-4119","authenticated-orcid":false,"given":"Xi","family":"Zhang","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8057-6744","authenticated-orcid":false,"given":"Hanjiang","family":"Lai","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6843-0064","authenticated-orcid":false,"given":"Jiashi","family":"Feng","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,10,7]]},"reference":[{"key":"36_CR1","unstructured":"Arjovsky, M., Chintala, S., Bottou, L.: Wasserstein gan. arXiv preprint arXiv:1701.07875 (2017)"},{"key":"36_CR2","unstructured":"Ba, J., Mnih, V., Kavukcuoglu, K.: Multiple object recongnition with visual attention. In: ICLR (2015)"},{"key":"36_CR3","doi-asserted-by":"crossref","unstructured":"Cao, Y., Long, M., Wang, J., Yang, Q., Philip, S.Y.: Deep visual-semantic hashing for cross-modal retrieval. In: KDD, pp. 1445\u20131454 (2016)","DOI":"10.1145\/2939672.2939812"},{"key":"36_CR4","doi-asserted-by":"crossref","unstructured":"Cao, Y., Long, M., Wang, J., Zhu, H.: Correlation autoencoder hashing for supervised cross-modal search. In: ICMR, pp. 197\u2013204 (2016)","DOI":"10.1145\/2911996.2912000"},{"key":"36_CR5","doi-asserted-by":"crossref","unstructured":"Chatfield, K., Simonyan, K., Vedaldi, A., Zisserman, A.: Return of the devil in the details: Delving deep into convolutional nets. Comput. Sci. (2014)","DOI":"10.5244\/C.28.6"},{"key":"36_CR6","doi-asserted-by":"crossref","unstructured":"Chua, T.S., Tang, J., Hong, R., Li, H., Luo, Z., Zheng, Y.: Nus-wide: a real-world web image database from national university of singapore. In: ICIVR, p. 48 (2009)","DOI":"10.1145\/1646396.1646452"},{"key":"36_CR7","unstructured":"Courbariaux, M., Bengio, Y.: Binarynet: training deep neural networks with weights and activations constrained to +1 or -1. abs\/1602.02830 (2016)"},{"key":"36_CR8","doi-asserted-by":"crossref","unstructured":"Ding, G., Guo, Y., Zhou, J.: Collective matrix factorization hashing for multimodal data. In: CVPR, pp. 2075\u20132082 (2014)","DOI":"10.1109\/CVPR.2014.267"},{"issue":"4","key":"36_CR9","first-page":"419","volume":"114","author":"HJ Escalante","year":"2010","unstructured":"Escalante, H.J.: The segmented and annotated iapr tc-12 benchmark. CVIU 114(4), 419\u2013428 (2010)","journal-title":"CVIU"},{"key":"36_CR10","unstructured":"Goodfellow, I. et al.: Generative adversarial nets. In: NIPS, pp. 2672\u20132680 (2014)"},{"issue":"8","key":"36_CR11","doi-asserted-by":"publisher","first-page":"1561","DOI":"10.1109\/TPAMI.2010.220","volume":"33","author":"R He","year":"2011","unstructured":"He, R., Zheng, W.S., Hu, B.G.: Maximum correntropy criterion for robust face recognition. TPAMI 33(8), 1561\u20131576 (2011)","journal-title":"TPAMI"},{"key":"36_CR12","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4612-4380-9_14","volume-title":"Relations Between Two Sets of Variates","author":"H Hotelling","year":"1992","unstructured":"Hotelling, H.: Relations Between Two Sets of Variates. Springer, New York (1992)"},{"key":"36_CR13","doi-asserted-by":"crossref","unstructured":"Huiskes, M.J., Lew, M.S.: The mir flickr retrieval evaluation. In: ICMIR, pp. 39\u201343 (2008)","DOI":"10.1145\/1460096.1460104"},{"key":"36_CR14","doi-asserted-by":"crossref","unstructured":"Jia, Y. et al.: Caffe: Convolutional architecture for fast feature embedding. arXiv preprint arXiv:1408.5093 (2014)","DOI":"10.1145\/2647868.2654889"},{"key":"36_CR15","doi-asserted-by":"crossref","unstructured":"Jiang, Q.Y., Li, W.: Deep cross-modal hashing. In: CVPR (2016)","DOI":"10.1109\/CVPR.2017.348"},{"key":"36_CR16","doi-asserted-by":"crossref","unstructured":"Lai, H., Pan, Y., Liu, Y., Yan, S.: Simultaneous feature learning and hash coding with deep neural networks. In: CVPR, pp. 3270\u20133278 (2015)","DOI":"10.1109\/CVPR.2015.7298947"},{"issue":"6","key":"36_CR17","first-page":"2469","volume":"25","author":"H Lai","year":"2016","unstructured":"Lai, H., Yan, P., Shu, X., Wei, Y., Yan, S.: Instance-aware hashing for multi-label image retrieval. TIP 25(6), 2469\u20132479 (2016)","journal-title":"TIP"},{"key":"36_CR18","doi-asserted-by":"crossref","unstructured":"Li, C., Deng, C., Li, N., Liu, W., Gao, X., Tao, D.: Self-supervised adversarial hashing networks for cross-modal retrieval. In: CVPR, pp. 4242\u20134251 (2018)","DOI":"10.1109\/CVPR.2018.00446"},{"key":"36_CR19","doi-asserted-by":"crossref","unstructured":"Lin, Z., Ding, G., Hu, M., Wang, J.: Semantics-preserving hashing for cross-view retrieval. In: CVPR, pp. 3864\u20133872 (2015)","DOI":"10.1109\/CVPR.2015.7299011"},{"key":"36_CR20","unstructured":"Liu, W., Kumar, S., Kumar, S., Chang, S.F.: Discrete graph hashing. In: NIPS, pp. 3419\u20133427 (2014)"},{"issue":"4","key":"36_CR21","doi-asserted-by":"publisher","first-page":"824","DOI":"10.1109\/TPAMI.2013.225","volume":"36","author":"J Masci","year":"2014","unstructured":"Masci, J., Bronstein, M.M., Bronstein, A.M., Schmidhuber, J.: Multimodal similarity-preserving hashing. TPAMI 36(4), 824\u2013830 (2014)","journal-title":"TPAMI"},{"key":"36_CR22","unstructured":"Mathieu, M.F., Zhao, J.J., Zhao, J., Ramesh, A., Sprechmann, P., LeCun, Y.: Disentangling factors of variation in deep representation using adversarial training. In: NIPS, pp. 5040\u20135048 (2016)"},{"key":"36_CR23","unstructured":"Mirza, M., Osindero, S.: Conditional generative adversarial nets. arXiv preprint arXiv:1411.1784 (2014)"},{"key":"36_CR24","unstructured":"Radford, A., Metz, L., Chintala, S.: Unsupervised representation learning with deep convolutional generative adversarial networks. arXiv preprint arXiv:1511.06434 (2015)"},{"key":"36_CR25","unstructured":"Sharma, S., Kiros, R., Salakhutdinov, R.: Action recognition using visual attention. arXiv preprint arXiv:1511.04119 (2015)"},{"key":"36_CR26","unstructured":"Simonyan, K., Zisserman, A.: Very deep convolutional networks for large-scale image recognition. arXiv preprint arXiv:1409.1556 (2014)"},{"key":"36_CR27","doi-asserted-by":"crossref","unstructured":"Sun, L., Ji, S., Ye, J.: A least squares formulation for canonical correlation analysis. In: ICML, pp. 1024\u20131031 (2008)","DOI":"10.1145\/1390156.1390285"},{"key":"36_CR28","doi-asserted-by":"crossref","unstructured":"Wang, B., Yang, Y., Xu, X., Hanjalic, A., Shen, H.T.: Adversarial cross-modal retrieval. In: ACMMM, pp. 154\u2013162 (2017)","DOI":"10.1145\/3123266.3123326"},{"issue":"9","key":"36_CR29","first-page":"1404","volume":"17","author":"D Wang","year":"2015","unstructured":"Wang, D., Cui, P., Ou, M., Zhu, W.: Learning compact hash codes for multimodal representations using orthogonal deep structure. TMM 17(9), 1404\u20131416 (2015)","journal-title":"TMM"},{"key":"36_CR30","unstructured":"Wang, D., Gao, X., Wang, X., He, L.: Semantic topic multimodal hashing for cross-media retrieval. In: ICAI, pp. 3890\u20133896 (2015)"},{"key":"36_CR31","unstructured":"Wang, J., Zhang, T., Sebe, N., Shen, H.T., et al.: A survey on learning to hash. In: TPAMI (2017)"},{"key":"36_CR32","doi-asserted-by":"crossref","unstructured":"Wang, J. et al.: Irgan: a minimax game for unifying generative and discriminative information retrieval models. arXiv preprint arXiv:1705.10513 (2017)","DOI":"10.1145\/3077136.3080786"},{"key":"36_CR33","unstructured":"Wang, K., Yin, Q., Wang, W., Wu, S., Wang, L.: A comprehensive survey on cross-modal retrieval. arXiv preprint arXiv:1607.06215 (2016)"},{"key":"36_CR34","unstructured":"Xu, K. et al.: Show, attend and tell: Neural image caption generation with visual attention. In: ICML, pp. 2048\u20132057 (2015)"},{"issue":"5","key":"36_CR35","first-page":"2494","volume":"26","author":"X Xu","year":"2017","unstructured":"Xu, X., Shen, F., Yang, Y., Shen, H.T., Li, X.: Learning discriminative binary codes for large-scale cross-modal retrieval. TIP 26(5), 2494\u20132507 (2017)","journal-title":"TIP"},{"key":"36_CR36","doi-asserted-by":"crossref","unstructured":"Yang, E., Deng, C., Liu, W., Liu, X., Tao, D., Gao, X.: Pairwise relationship guided deep hashing for cross-modal retrieval. In: AAAI, pp. 1618\u20131625 (2017)","DOI":"10.1609\/aaai.v31i1.10719"},{"key":"36_CR37","doi-asserted-by":"crossref","unstructured":"Yang, E., Deng, C., Liu, W., Liu, X., Tao, D., Gao, X.: Pairwise relationship guided deep hashing for cross-modal retrieval. In: AAAI (2017)","DOI":"10.1609\/aaai.v31i1.10719"},{"key":"36_CR38","doi-asserted-by":"crossref","unstructured":"Yang, Z., He, X., Gao, J., Deng, L., Smola, A.: Stacked attention networks for image question answering. In: CVPR, pp. 21\u201329 (2016)","DOI":"10.1109\/CVPR.2016.10"},{"key":"36_CR39","doi-asserted-by":"crossref","unstructured":"Yu, Z., Wu, F., Yang, Y., Tian, Q., Luo, J., Zhuang, Y.: Discriminative coupled dictionary hashing for fast cross-media retrieval. In: SIGIR, pp. 395\u2013404 (2014)","DOI":"10.1145\/2600428.2609563"},{"key":"36_CR40","doi-asserted-by":"crossref","unstructured":"Zhang, D., Li, W.J.: Large-scale supervised multimodal hashing with semantic correlation maximization. In: AAAI. vol. 1, p. 7 (2014)","DOI":"10.1609\/aaai.v28i1.8995"},{"key":"36_CR41","unstructured":"Zhen, Y., Yeung, D.Y.: Co-regularized hashing for multimodal data. In: NIPS, pp. 1376\u20131384 (2012)"},{"key":"36_CR42","doi-asserted-by":"crossref","unstructured":"Zhu, J.Y., Park, T., Isola, P., Efros, A.A.: Unpaired image-to-image translation using cycle-consistent adversarial networks. arXiv preprint arXiv:1703.10593 (2017)","DOI":"10.1109\/ICCV.2017.244"}],"container-title":["Lecture Notes in Computer Science","Computer Vision \u2013 ECCV 2018"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-01267-0_36","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,10,6]],"date-time":"2022-10-06T00:24:52Z","timestamp":1665015892000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-01267-0_36"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783030012663","9783030012670"],"references-count":42,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-01267-0_36","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"7 October 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ECCV","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"European Conference on Computer Vision","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Munich","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Germany","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 September 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 September 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"eccv2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/eccv2018.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}