{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,12]],"date-time":"2025-06-12T18:10:10Z","timestamp":1749751810782,"version":"3.41.0"},"reference-count":72,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U21B2048","62302382"],"award-info":[{"award-number":["U21B2048","62302382"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Shenzhen Key Technical Projects","award":["CJGJZD2022051714160501"],"award-info":[{"award-number":["CJGJZD2022051714160501"]}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2024M752584"],"award-info":[{"award-number":["2024M752584"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007128","name":"Natural Science Foundation of Shaanxi Province","doi-asserted-by":"publisher","award":["2024JC-YBQN-0637"],"award-info":[{"award-number":["2024JC-YBQN-0637"]}],"id":[{"id":"10.13039\/501100007128","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Multimedia"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/tmm.2025.3535384","type":"journal-article","created":{"date-parts":[[2025,1,28]],"date-time":"2025-01-28T18:44:24Z","timestamp":1738089864000},"page":"3370-3382","source":"Crossref","is-referenced-by-count":0,"title":["Analogical Augmentation and Significance Analysis for Online Task-Free Continual Learning"],"prefix":"10.1109","volume":"27","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7854-3417","authenticated-orcid":false,"given":"Songlin","family":"Dong","sequence":"first","affiliation":[{"name":"College of Artificial Intelligence, Xi&#x0027;an Jiaotong University, Xi&#x0027;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yingjie","family":"Chen","sequence":"additional","affiliation":[{"name":"College of Artificial Intelligence, Xi&#x0027;an Jiaotong University, Xi&#x0027;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6750-1403","authenticated-orcid":false,"given":"Yuhang","family":"He","sequence":"additional","affiliation":[{"name":"College of Artificial Intelligence, Xi&#x0027;an Jiaotong University, Xi&#x0027;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuhan","family":"Jin","sequence":"additional","affiliation":[{"name":"College of Software Engineering, Xi&#x0027;an Jiaotong University, Xi&#x0027;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6262-8125","authenticated-orcid":false,"given":"Alex C.","family":"Kot","sequence":"additional","affiliation":[{"name":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1793-5836","authenticated-orcid":false,"given":"Yihong","family":"Gong","sequence":"additional","affiliation":[{"name":"College of Artificial Intelligence, Xian Jiaotong University, Xi&#x0027;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2023.3237962"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2017.2648498"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2022.3177929"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2021.3075323"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2022.3178871"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2021.3114541"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2021.10.021"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i2.16213"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3144183"},{"key":"ref10","first-page":"23741","article-title":"DYSON: Dynamic feature space self-organization for online task-free class incremental learning","volume-title":"Proc. IEEE\/CVF Conf. Comput. Vis. Pattern Recognit.","author":"Yuhang","year":"2024"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2023.3336243"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2022.3208743"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2023.3340551"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01151"},{"article-title":"Encoders and ensembles for task-free continual learning","year":"2021","author":"Shanahan","key":"ref15"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19806-9_42"},{"key":"ref17","first-page":"11817","article-title":"Gradient based sample selection for online continual learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Aljundi","year":"2019"},{"key":"ref18","first-page":"29193","article-title":"Gradient-based editing of memory examples for online task-free continual learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Jin","year":"2021"},{"key":"ref19","first-page":"2994","article-title":"Continual learning with deep generative replay","volume-title":"Proc. Neural Inf. Process. Syst.","author":"Shin","year":"2017"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00672"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2023.126527"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i9.26291"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00024"},{"article-title":"A neural Dirichlet process mixture model for task-free continual learning","year":"2020","author":"Lee","key":"ref24"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00581"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1611835114"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2018.8545895"},{"key":"ref28","first-page":"3987","article-title":"Continual learning through synaptic intelligence","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Zenke","year":"2017"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2773081"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00528"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00810"},{"key":"ref32","first-page":"4548","article-title":"Overcoming catastrophic forgetting with hard attention to the task","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Serra","year":"2018"},{"article-title":"Progressive neural networks","year":"2016","author":"Rusu","key":"ref33"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00303"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19806-9_23"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.587"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19812-0_7"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01258-8_15"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00092"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01220"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2023.3262739"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00046"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01560"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01718"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00701"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00908"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/WACV56688.2023.00390"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2020.02.115"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19809-0_36"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01146"},{"article-title":"FearNet: Brain-inspired model for incremental learning","year":"2017","author":"Kemker","key":"ref51"},{"article-title":"Efficient lifelong learning with A-GEM","year":"2018","author":"Chaudhry","key":"ref52"},{"key":"ref53","first-page":"11849","article-title":"Online continual learning with maximal interfered retrieval","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Aljundi","year":"2019"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/WACV51458.2022.00136"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58536-5_31"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i11.17159"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02322"},{"key":"ref58","article-title":"Online bias correction for task-free continual learning","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Chrysakis","year":"2023"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01143"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3057446"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02316"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3200865"},{"key":"ref63","article-title":"On the soft-subnetwork for few-shot class incremental learning","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Kang","year":"2023"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19806-9_25"},{"key":"ref65","article-title":"Neural collapse inspired feature-classifier alignment for few-shot class incremental learning","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Yang","year":"2023"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2024.3350913"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01227"},{"article-title":"Learning multiple layers of features from tiny images","year":"2009","author":"Krizhevsky","key":"ref68"},{"key":"ref69","first-page":"17","article-title":"CORe50: A new dataset and benchmark for continuous object recognition","volume-title":"Proc. Conf. Robot Learn.","author":"Lomonaco","year":"2017"},{"article-title":"Caltech-UCSD birds 200","year":"2010","author":"Welinder","key":"ref70"},{"key":"ref71","first-page":"15920","article-title":"Dark experience for general continual learning: A strong, simple baseline","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Buzzega","year":"2020"},{"key":"ref72","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"Maaten","year":"2008","journal-title":"J. Mach. Learn. Res."}],"container-title":["IEEE Transactions on Multimedia"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6046\/10844992\/10856414.pdf?arnumber=10856414","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,12]],"date-time":"2025-06-12T17:43:24Z","timestamp":1749750204000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10856414\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":72,"URL":"https:\/\/doi.org\/10.1109\/tmm.2025.3535384","relation":{},"ISSN":["1520-9210","1941-0077"],"issn-type":[{"type":"print","value":"1520-9210"},{"type":"electronic","value":"1941-0077"}],"subject":[],"published":{"date-parts":[[2025]]}}}