{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,7]],"date-time":"2026-06-07T04:06:58Z","timestamp":1780805218189,"version":"3.54.1"},"reference-count":66,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Multimedia"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/tmm.2024.3395844","type":"journal-article","created":{"date-parts":[[2024,5,2]],"date-time":"2024-05-02T17:26:43Z","timestamp":1714670803000},"page":"9603-9618","source":"Crossref","is-referenced-by-count":10,"title":["A Category-Aware Curriculum Learning for Data-Free Knowledge Distillation"],"prefix":"10.1109","volume":"26","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6908-0892","authenticated-orcid":false,"given":"Xiufang","family":"Li","sequence":"first","affiliation":[{"name":"Key Laboratory of Intelligent Perception and Image Understanding of the Ministry of Education, International Research Center for Intelligent Perception and Computation, Xidian University, Xi&#x0027;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3354-9617","authenticated-orcid":false,"given":"Licheng","family":"Jiao","sequence":"additional","affiliation":[{"name":"Key Laboratory of Intelligent Perception and Image Understanding of the Ministry of Education, International Research Center for Intelligent Perception and Computation, Xidian University, Xi&#x0027;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6842-6065","authenticated-orcid":false,"given":"Qigong","family":"Sun","sequence":"additional","affiliation":[{"name":"SenseTime Research and Shanghai AI Lab., Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5669-9354","authenticated-orcid":false,"given":"Fang","family":"Liu","sequence":"additional","affiliation":[{"name":"Key Laboratory of Intelligent Perception and Image Understanding of the Ministry of Education, International Research Center for Intelligent Perception and Computation, Xidian University, Xi&#x0027;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8780-5455","authenticated-orcid":false,"given":"Xu","family":"Liu","sequence":"additional","affiliation":[{"name":"Key Laboratory of Intelligent Perception and Image Understanding of the Ministry of Education, International Research Center for Intelligent Perception and Computation, Xidian University, Xi&#x0027;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6130-2518","authenticated-orcid":false,"given":"Lingling","family":"Li","sequence":"additional","affiliation":[{"name":"Key Laboratory of Intelligent Perception and Image Understanding of the Ministry of Education, International Research Center for Intelligent Perception and Computation, Xidian University, Xi&#x0027;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5472-1426","authenticated-orcid":false,"given":"Puhua","family":"Chen","sequence":"additional","affiliation":[{"name":"Key Laboratory of Intelligent Perception and Image Understanding of the Ministry of Education, International Research Center for Intelligent Perception and Computation, Xidian University, Xi&#x0027;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4796-5737","authenticated-orcid":false,"given":"Shuyuan","family":"Yang","sequence":"additional","affiliation":[{"name":"Key Laboratory of Intelligent Perception and Image Understanding of the Ministry of Education, International Research Center for Intelligent Perception and Computation, Xidian University, Xi&#x0027;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2021\/327"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2023.3236212"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2020.3029787"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3136907"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3053249"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2022.3189496"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2019.2949857"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2022.3164285"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00791"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33015024"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3055564"},{"key":"ref12","first-page":"1","article-title":"Distilling the knowledge in a neural network","volume-title":"Proc. Neural Inf. Process. Syst. Deep Learn. Workshop","author":"Hinton","year":"2014"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2020.3007506"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2022.3192663"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2022.3144804"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.754"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2021.3098703"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01200"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00460"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2021.3125195"},{"key":"ref21","article-title":"Data-free knowledge distillation for deep neural networks","author":"Lopes","year":"2017"},{"key":"ref22","first-page":"4743","article-title":"Zero-shot knowledge distillation in deep networks","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Nayak","year":"2019"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00361"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00874"},{"key":"ref25","first-page":"1","article-title":"Large-scale generative data-free distillation","volume-title":"IEEE\/CVF Conf. Comput. Vis. Pattern Recognit.","author":"Luo","year":"2021"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00363"},{"key":"ref27","article-title":"Data-free adversarial distillation","author":"Fang","year":"2019"},{"key":"ref28","first-page":"1","article-title":"Adversarial examples are not bugs, they are features","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"32","author":"Ilyas","year":"2019"},{"key":"ref29","first-page":"1","article-title":"Zero-shot knowledge transfer via adversarial belief matching","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"32","author":"Micaelli","year":"2019"},{"key":"ref30","first-page":"10055","article-title":"Momentum adversarial distillation: Handling large distribution shifts in data-free knowledge distillation","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"35","author":"Do","year":"2022"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i6.20556"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553380"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00594"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2016.2563981"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00512"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3069908"},{"key":"ref37","first-page":"2535","article-title":"On the power of curriculum learning in training deep networks","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Hacohen","year":"2019"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.542"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3475492"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01249-6_9"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/WACV45572.2020.9093408"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2934906"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/3422622"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3130191"},{"key":"ref45","first-page":"1","article-title":"InfoGAN: Interpretable representation learning by information maximizing generative adversarial nets","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"29","author":"Chen","year":"2016"},{"key":"ref46","first-page":"2642","article-title":"Conditional image synthesis with auxiliary classifier GANs","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Odena","year":"2017"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-85053-3_27"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2003.815867"},{"key":"ref49","first-page":"1083","article-title":"CCMI: Classifier Based Conditional Mutual Information Estimation","volume-title":"Proc. 35th Uncertainty Artif. Intell. Conf.","author":"Mukherjee","year":"2020"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i9.16967"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-021-02858-6"},{"key":"ref52","article-title":"Conditional generative adversarial nets","author":"Mirza","year":"2014"},{"key":"ref53","article-title":"The information bottleneck method","author":"Tishby","year":"2000"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ITW.2015.7133169"},{"key":"ref55","article-title":"Representation learning with contrastive predictive coding","author":"Oord","year":"2018"},{"issue":"320","key":"ref56","first-page":"201","article-title":"The IM algorithm: A variational approach to information maximization","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"16","author":"Barber","year":"2004"},{"key":"ref57","first-page":"1","article-title":"Very deep convolutional networks for large-scale image recognition","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Simonyan","year":"2015"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref60","article-title":"Learning multiple layers of features from tiny images","author":"Krizhevsky","year":"2009"},{"key":"ref61","article-title":"The street view house numbers (SVHN) dataset","author":"Netzer","year":"2018"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2004.383"},{"issue":"7","key":"ref63","first-page":"3","article-title":"Tiny imagenet visual recognition challenge","volume":"7","author":"Le","year":"2015","journal-title":"CS 231 N"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i6.20613"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2023.119202"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/WACV51458.2022.00368"}],"container-title":["IEEE Transactions on Multimedia"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6046\/10384483\/10517422.pdf?arnumber=10517422","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,19]],"date-time":"2024-09-19T07:18:27Z","timestamp":1726730307000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10517422\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":66,"URL":"https:\/\/doi.org\/10.1109\/tmm.2024.3395844","relation":{},"ISSN":["1520-9210","1941-0077"],"issn-type":[{"value":"1520-9210","type":"print"},{"value":"1941-0077","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}