{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,7]],"date-time":"2024-09-07T12:15:04Z","timestamp":1725711304567},"reference-count":36,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,10,1]],"date-time":"2023-10-01T00:00:00Z","timestamp":1696118400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,10,1]],"date-time":"2023-10-01T00:00:00Z","timestamp":1696118400000},"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":[],"published-print":{"date-parts":[[2023,10,1]]},"DOI":"10.1109\/smc53992.2023.10393967","type":"proceedings-article","created":{"date-parts":[[2024,1,29]],"date-time":"2024-01-29T18:32:04Z","timestamp":1706553124000},"page":"733-738","source":"Crossref","is-referenced-by-count":0,"title":["Continual Learning via Manifold Expansion Replay"],"prefix":"10.1109","volume":"2","author":[{"given":"Zihao","family":"Xu","sequence":"first","affiliation":[{"name":"Software Engineering Institute, East China Normal University,Shanghai,China"}]},{"given":"Xuan","family":"Tang","sequence":"additional","affiliation":[{"name":"school of communication & electronic engineering, East China Normal University,Shanghai,China"}]},{"given":"Yufei","family":"Shi","sequence":"additional","affiliation":[{"name":"School of Medicine, Sun Yat-sen University,Department of Medical Informatics and Zhongshan,Guangzhou,China"}]},{"given":"Jianfeng","family":"Zhang","sequence":"additional","affiliation":[{"name":"Software Engineering Institute, East China Normal University,Shanghai,China"}]},{"given":"Jian","family":"Yang","sequence":"additional","affiliation":[{"name":"School of Geospatial Information, Information Engineering University,Zhengzhou,China"}]},{"given":"Mingsong","family":"Chen","sequence":"additional","affiliation":[{"name":"Software Engineering Institute, East China Normal University,Shanghai,China"}]},{"given":"Xian","family":"Wei","sequence":"additional","affiliation":[{"name":"Software Engineering Institute, East China Normal University,Shanghai,China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01219-9_9"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01252-6_33"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.753"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/S1364-6613(99)01294-2"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1037\/0033-295x.97.2.285"},{"issue":"6","key":"ref6","first-page":"2","volume":"2","author":"De Lange","year":"2019","journal-title":"Continual learning: A comparative study on how to defy forgetting in classification tasks"},{"key":"ref7","article-title":"Expe-rience replay for continual learning","volume":"32","author":"Rolnick","year":"2019","journal-title":"Advances in Neural Information Processing Systems"},{"journal-title":"Storing encoded episodes as concepts for continual learning","year":"2020","author":"Ayub","key":"ref8"},{"key":"ref9","article-title":"Gradient based sample selection for online continual learning","volume":"32","author":"Aljundi","year":"2019","journal-title":"Advances in neural information processing systems"},{"key":"ref10","first-page":"3987","article-title":"Continual learning through synaptic intelligence","volume-title":"International conference on machine learning","author":"Zenke","year":"2017"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1611835114"},{"journal-title":"Progressive neural networks","year":"2016","author":"Rusu","key":"ref12"},{"key":"ref13","first-page":"3925","article-title":"Learn to grow: A continual structure learning framework for overcoming catastrophic forgetting","volume-title":"International Conference on Machine Learning","author":"Li","year":"2019"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.587"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11595"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00814"},{"journal-title":"Continual learning with tiny episodic memories","year":"2019","author":"Chaudhry","key":"ref17"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-47922-8_8"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2773081"},{"journal-title":"Less-forgetting learning in deep neural networks","year":"2016","author":"Jung","key":"ref20"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/WACV45572.2020.9093365"},{"journal-title":"Variational continual learning","year":"2017","author":"Nguyen","key":"ref22"},{"key":"ref23","article-title":"Overcoming catastrophic forgetting by incremental moment matching","volume":"30","author":"Lee","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref24","first-page":"4548","article-title":"Overcoming catastrophic forgetting with hard attention to the task","volume-title":"International Conference on Machine Learning","author":"Serra","year":"2018"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00810"},{"journal-title":"Pathnet: Evolution channels gradient descent in super neural networks","year":"2017","author":"Fernando","key":"ref26"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2884462"},{"key":"ref28","article-title":"Reinforced continual learning","volume":"31","author":"Xu","year":"2018","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref29","article-title":"Gradient episodic memory for continual learning","volume":"30","author":"Lopez-Paz","year":"2017","journal-title":"Advances in neural information processing systems"},{"journal-title":"Learning to learn without forgetting by maximizing transfer and minimizing interference","year":"2018","author":"Riemer","key":"ref30"},{"journal-title":"On tiny episodic memories in continual learning","year":"2019","author":"Chaudhry","key":"ref31"},{"journal-title":"Efficient lifelong learning with a-gem","year":"2018","author":"Chaudhry","key":"ref32"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i8.16861"},{"key":"ref34","first-page":"15920","article-title":"Dark experience for general continual learning: a strong, simple baseline","volume":"33","author":"Buzzega","year":"2020","journal-title":"Advances in neural information processing systems"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00021"},{"key":"ref36","first-page":"4528","article-title":"Progress & compress: A scalable framework for continual learning","volume-title":"International conference on machine learning","author":"Schwarz","year":"2018"}],"event":{"name":"2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","start":{"date-parts":[[2023,10,1]]},"location":"Honolulu, Oahu, HI, USA","end":{"date-parts":[[2023,10,4]]}},"container-title":["2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10391856\/10393862\/10393967.pdf?arnumber=10393967","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T12:57:25Z","timestamp":1706792245000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10393967\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10,1]]},"references-count":36,"URL":"https:\/\/doi.org\/10.1109\/smc53992.2023.10393967","relation":{},"subject":[],"published":{"date-parts":[[2023,10,1]]}}}