{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T22:37:29Z","timestamp":1743115049893,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":20,"publisher":"Springer Nature Singapore","isbn-type":[{"type":"print","value":"9789819777068"},{"type":"electronic","value":"9789819777075"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-981-97-7707-5_1","type":"book-chapter","created":{"date-parts":[[2024,9,16]],"date-time":"2024-09-16T15:04:02Z","timestamp":1726499042000},"page":"3-15","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Iterative Transfer Knowledge Distillation and\u00a0Channel Pruning for\u00a0Unsupervised Cross-Domain Compression"],"prefix":"10.1007","author":[{"given":"Zhiyuan","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Long","family":"Shi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhen","family":"Mei","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiang","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhe","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jun","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,9,11]]},"reference":[{"key":"1_CR1","doi-asserted-by":"publisher","unstructured":"Zhang, Z., et al.: Object relational graph with teacher-recommended learning for video captioning. In: 2020 IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 13275\u201313285 (2020). https:\/\/doi.org\/10.1109\/CVPR42600.2020.01329","DOI":"10.1109\/CVPR42600.2020.01329"},{"issue":"1","key":"1_CR2","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1109\/JPROC.2020.3004555","volume":"109","author":"F Zhuang","year":"2020","unstructured":"Zhuang, F., et al.: A comprehensive survey on transfer learning. Proc. IEEE 109(1), 43\u201376 (2020)","journal-title":"Proc. IEEE"},{"key":"1_CR3","series-title":"LNCS","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1007\/978-3-031-20309-1_7","volume-title":"WISA 2022","author":"J Du","year":"2022","unstructured":"Du, J., Nie, T., Dou, W., Shen, D., Kou, Y.: SAREM: semi-supervised active heterogeneous entity matching framework. In: Zhao, X., Yang, S., Wang, X., Li, J. (eds.) WISA 2022. LNCS, vol. 13579, pp. 77\u201388. Springer, Cham (2022). https:\/\/doi.org\/10.1007\/978-3-031-20309-1_7"},{"key":"1_CR4","doi-asserted-by":"crossref","unstructured":"Dai, W., Yang, Q., Xue, G.R., Yu, Y.: Boosting for transfer learning. In: Proceedings of the 24th International Conference on Machine Learning, pp. 193\u2013200 (2007)","DOI":"10.1145\/1273496.1273521"},{"issue":"14","key":"1_CR5","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1093\/bioinformatics\/btl242","volume":"22","author":"KM Borgwardt","year":"2006","unstructured":"Borgwardt, K.M., Gretton, A., Rasch, M.J., Kriegel, H.P., Sch\u00f6lkopf, B., Smola, A.J.: Integrating structured biological data by kernel maximum mean discrepancy. Bioinformatics 22(14), 49\u201357 (2006)","journal-title":"Bioinformatics"},{"key":"1_CR6","doi-asserted-by":"crossref","unstructured":"Mei, Z., Cai, K., Shi, L., Li, J., Chen, L., Immink, K.A.S.: Deep transfer learning-based detection for flash memory channels. IEEE Trans. Commun. (2024)","DOI":"10.1109\/TCOMM.2024.3357616"},{"key":"1_CR7","unstructured":"Ganin, Y., et al.: Domain-adversarial training of neural networks. J. Mach. Learn. Res. 17(1), 1\u201335 (2016)"},{"key":"1_CR8","doi-asserted-by":"crossref","unstructured":"Yang, J., et al.: Quantization networks. In: Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition, pp. 7308\u20137316 (2019)","DOI":"10.1109\/CVPR.2019.00748"},{"key":"1_CR9","doi-asserted-by":"crossref","unstructured":"Molchanov, P., Mallya, A., Tyree, S., Frosio, I., Kautz, J.: Importance estimation for neural network pruning. In: Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition, pp. 11264\u201311272 (2019)","DOI":"10.1109\/CVPR.2019.01152"},{"key":"1_CR10","first-page":"129","volume":"2","author":"D Blalock","year":"2020","unstructured":"Blalock, D., Gonzalez Ortiz, J.J., Frankle, J., Guttag, J.: What is the state of neural network pruning? Proc. Mach. Learn. Syst. 2, 129\u2013146 (2020)","journal-title":"Proc. Mach. Learn. Syst."},{"key":"1_CR11","doi-asserted-by":"crossref","unstructured":"Idelbayev, Y., Carreira-Perpin\u00e1n, M.A.: Low-rank compression of neural nets: learning the rank of each layer. In: Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition, pp. 8049\u20138059 (2020)","DOI":"10.1109\/CVPR42600.2020.00807"},{"key":"1_CR12","unstructured":"Hinton, G., Vinyals, O., Dean, J.: Distilling the knowledge in a neural network. arXiv preprint arXiv:1503.02531 (2015)"},{"key":"1_CR13","doi-asserted-by":"publisher","first-page":"1789","DOI":"10.1007\/s11263-021-01453-z","volume":"129","author":"J Gou","year":"2021","unstructured":"Gou, J., Yu, B., Maybank, S.J., Tao, D.: Knowledge distillation: a survey. Int. J. Comput. Vision 129, 1789\u20131819 (2021)","journal-title":"Int. J. Comput. Vision"},{"key":"1_CR14","doi-asserted-by":"publisher","first-page":"819","DOI":"10.1007\/s10044-020-00940-2","volume":"24","author":"SW Prakosa","year":"2021","unstructured":"Prakosa, S.W., Leu, J.S., Chen, Z.H.: Improving the accuracy of pruned network using knowledge distillation. Pattern Anal. Appl. 24, 819\u2013830 (2021)","journal-title":"Pattern Anal. Appl."},{"key":"1_CR15","doi-asserted-by":"crossref","unstructured":"Yu, C., Wang, J., Chen, Y., Wu, Z.: Accelerating deep unsupervised domain adaptation with transfer channel pruning. In: 2019 International Joint Conference on Neural Networks (IJCNN), pp. 1\u20138. IEEE (2019)","DOI":"10.1109\/IJCNN.2019.8851810"},{"key":"1_CR16","unstructured":"Ruder, S., Ghaffari, P., Breslin, J.G.: Knowledge adaptation: teaching to adapt. arXiv preprint arXiv:1702.02052 (2017)"},{"key":"1_CR17","doi-asserted-by":"crossref","unstructured":"Granger, E., Kiran, M., Dolz, J., Blais-Morin, L.A., et al.: Joint progressive knowledge distillation and unsupervised domain adaptation. In: 2020 International Joint Conference on Neural Networks (IJCNN), pp. 1\u20138. IEEE (2020)","DOI":"10.1109\/IJCNN48605.2020.9206989"},{"key":"1_CR18","doi-asserted-by":"publisher","first-page":"4806","DOI":"10.1109\/ACCESS.2019.2962617","volume":"8","author":"Y Ho","year":"2019","unstructured":"Ho, Y., Wookey, S.: The real-world-weight cross-entropy loss function: modeling the costs of mislabeling. IEEE Access 8, 4806\u20134813 (2019)","journal-title":"IEEE Access"},{"issue":"10","key":"1_CR19","first-page":"143","volume":"9","author":"S Tammina","year":"2019","unstructured":"Tammina, S.: Transfer learning using VGG-16 with deep convolutional neural network for classifying images. Int. J. Sci. Res. Publ. (IJSRP) 9(10), 143\u2013150 (2019)","journal-title":"Int. J. Sci. Res. Publ. (IJSRP)"},{"key":"1_CR20","unstructured":"Targ, S., Almeida, D., Lyman, K.: Resnet in resnet: generalizing residual architectures. arXiv preprint arXiv:1603.08029 (2016)"}],"container-title":["Lecture Notes in Computer Science","Web Information Systems and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-97-7707-5_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,16]],"date-time":"2024-09-16T15:04:43Z","timestamp":1726499083000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-97-7707-5_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9789819777068","9789819777075"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-981-97-7707-5_1","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"11 September 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"WISA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Web Information Systems and Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Yinchuan","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1 August 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 August 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"wisa22024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/conf.ccf.org.cn\/web\/html7\/index.html?globalId=m1216704987858604032171012667439&type=1","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}