{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T16:49:50Z","timestamp":1775666990102,"version":"3.50.1"},"reference-count":52,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2022,7,1]],"date-time":"2022-07-01T00:00:00Z","timestamp":1656633600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,7,1]],"date-time":"2022-07-01T00:00:00Z","timestamp":1656633600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,7,1]],"date-time":"2022-07-01T00:00:00Z","timestamp":1656633600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key Research and Development Program of China","award":["2019YFB1310300"],"award-info":[{"award-number":["2019YFB1310300"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62003336"],"award-info":[{"award-number":["62003336"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61821005"],"award-info":[{"award-number":["61821005"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61722311"],"award-info":[{"award-number":["61722311"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Postdoctoral Innovative Talents Support Program","award":["BX20200353"],"award-info":[{"award-number":["BX20200353"]}]},{"name":"Nature Foundation of Liaoning Province of China","award":["2020-KF-11-01"],"award-info":[{"award-number":["2020-KF-11-01"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Pattern Anal. Mach. Intell."],"published-print":{"date-parts":[[2022,7,1]]},"DOI":"10.1109\/tpami.2021.3058852","type":"journal-article","created":{"date-parts":[[2021,2,13]],"date-time":"2021-02-13T02:19:13Z","timestamp":1613182753000},"page":"3895-3908","source":"Crossref","is-referenced-by-count":78,"title":["What and How: Generalized Lifelong Spectral Clustering via Dual Memory"],"prefix":"10.1109","volume":"44","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1111-6909","authenticated-orcid":false,"given":"Gan","family":"Sun","sequence":"first","affiliation":[{"name":"State Key Laboratory of Robotics, Shenyang Institute of Automation, Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5102-0189","authenticated-orcid":false,"given":"Yang","family":"Cong","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Robotics, Shenyang Institute of Automation, Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8545-4447","authenticated-orcid":false,"given":"Jiahua","family":"Dong","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Robotics, Shenyang Institute of Automation, Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3697-6561","authenticated-orcid":false,"given":"Yuyang","family":"Liu","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Robotics, Shenyang Institute of Automation, Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang, China"}]},{"given":"Zhengming","family":"Ding","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Tulane University, New Orleans, LA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1663-2956","authenticated-orcid":false,"given":"Haibin","family":"Yu","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Robotics, Shenyang Institute of Automation, Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298741"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.2297314"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.5555\/2980539.2980649"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/34.868688"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.3036717"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2020.3025666"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2014.2344015"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2017.2778428"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/1014052.1014067"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/435"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11613"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2016.7498277"},{"key":"ref13","first-page":"507","article-title":"ELLA: An efficient lifelong learning algorithm","volume-title":"Proc. 30th Int. Conf. Mach. Learn.","author":"Ruvolo"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11705"},{"key":"ref15","first-page":"1620","article-title":"Using task features for zero-shot knowledge transfer in lifelong learning","volume-title":"Proc. 25th Int. Joint Conf. Artif. Intell.","author":"Isele"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.148"},{"key":"ref17","article-title":"Lifelong learning with dynamically expandable networks","volume-title":"Proc. 6th Int. Conf. Learn. Representations","author":"Yoon"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/LRA.2019.2931179"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P15-2123"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2018.2841046"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.3042500"},{"key":"ref22","first-page":"1206","article-title":"Online multi-task learning for policy gradient methods","volume-title":"Proc. 31st Int. Conf. Mach. Learn.","author":"Ammar"},{"key":"ref23","first-page":"3345","article-title":"Autonomous cross-domain knowledge transfer in lifelong policy gradient reinforcement learning","volume-title":"Proc. 24th Int. Joint Conf. Artif. Intell.","author":"Ammar"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11595"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.6045"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.3040379"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/298"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.04.029"},{"key":"ref29","first-page":"2357","article-title":"Self-adapted multi-task clustering","volume-title":"Proc. 25th Int. Joint Conf. Artif. Intell.","author":"Zhang"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-012-0550-5"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v24i1.7674"},{"key":"ref32","first-page":"489","article-title":"Discovering structure in multiple learning tasks: The TC algorithm","volume-title":"Proc. 13th Int. Conf. Mach. Learn.","author":"Thrun"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4613-1381-6_2"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.2977497"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICBK.2018.00020"},{"key":"ref36","first-page":"1540","article-title":"Lifelong learning with non-iid tasks","volume-title":"Proc. 28th Int. Conf. Neural Inf. Process. Syst.","author":"Pentina"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46493-0_37"},{"key":"ref38","article-title":"Distilling the knowledge in a neural network","author":"Hinton","year":"2015"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1611835114"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00408"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.01081"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-27890-7"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10599-4_7"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298994"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/78.984753"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i1.10780"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2011.02.004"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/2747879"},{"key":"ref50","volume-title":"Introduction to Information Retrieval","volume":"39","author":"Sch\u00fctze","year":"2008"},{"key":"ref51","first-page":"17","article-title":"CORe50: A new dataset and benchmark for continuous object recognition","volume-title":"Proc. 1st Annu. Conf. Robot Learn.","author":"Lomonaco"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2452911"}],"container-title":["IEEE Transactions on Pattern Analysis and Machine Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/34\/9788494\/09353224.pdf?arnumber=9353224","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,7]],"date-time":"2025-04-07T20:30:01Z","timestamp":1744057801000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9353224\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7,1]]},"references-count":52,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/tpami.2021.3058852","relation":{},"ISSN":["0162-8828","2160-9292","1939-3539"],"issn-type":[{"value":"0162-8828","type":"print"},{"value":"2160-9292","type":"electronic"},{"value":"1939-3539","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,7,1]]}}}