{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,27]],"date-time":"2026-05-27T18:29:21Z","timestamp":1779906561366,"version":"3.53.1"},"reference-count":48,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,10,8]],"date-time":"2022-10-08T00:00:00Z","timestamp":1665187200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,10,8]],"date-time":"2022-10-08T00:00:00Z","timestamp":1665187200000},"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":[[2022,10,8]]},"DOI":"10.1109\/itsc55140.2022.9922284","type":"proceedings-article","created":{"date-parts":[[2022,11,4]],"date-time":"2022-11-04T01:40:13Z","timestamp":1667526013000},"page":"1114-1121","source":"Crossref","is-referenced-by-count":12,"title":["Improving Replay-Based Continual Semantic Segmentation with Smart Data Selection"],"prefix":"10.1109","author":[{"given":"Tobias","family":"Kalb","sequence":"first","affiliation":[{"name":"Porsche Engineering Group GmbH,Weissach,Germany,71287"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bjorn","family":"Mauthe","sequence":"additional","affiliation":[{"name":"Porsche Engineering Group GmbH,Weissach,Germany,71287"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jurgen","family":"Beyerer","sequence":"additional","affiliation":[{"name":"Fraunhofer Institute of Optronics, Systems Technologies and Image Exploitation IOSB,Vision and Fusion Laboratory,Karlsruhe,Germany,76131"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref13","author":"aljundi","year":"2019","journal-title":"Gradient based sample selection for online continual learning"},{"key":"ref35","author":"lopez-paz","year":"2017","journal-title":"Gradient episodic memory for continual learning"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58598-3_28"},{"key":"ref34","author":"ebrahimi","year":"2020","journal-title":"Remembering for the right reasons Explanations reduce catastrophic forgetting"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"3521","DOI":"10.1073\/pnas.1611835114","article-title":"Overcoming catastrophic forgetting in neural networks","volume":"114","author":"kirkpatrick","year":"0","journal-title":"Proceedings of the National Academy of Sciences"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553517"},{"key":"ref14","author":"masana","year":"2020","journal-title":"Class-incremental learning survey and performance evaluation"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.587"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00046"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01258-8_15"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00694"},{"key":"ref33","author":"chaudhry","year":"2018","journal-title":"Efficient lifelong learning with a-gem"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00117"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2020.12.003"},{"key":"ref2","first-page":"128","article-title":"Catastrophic forgetting in connectionist networks: Causes, consequences and solutions","author":"french","year":"1994","journal-title":"Trends in Cognitive Sciences"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/S0079-7421(08)60536-8"},{"key":"ref17","article-title":"Continual learning with deep generative replay","volume":"30","author":"shin","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ACSSC.2011.6190099"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01219-9_9"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01252-6_33"},{"key":"ref19","author":"acharya","year":"2020","journal-title":"Rodeo Replay for online object detection"},{"key":"ref18","article-title":"Memory replay gans: learning to generate images from new categories without forgetting","author":"wu","year":"0","journal-title":"Conference on Neural Information Processing Systems (NIPS)"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2773081"},{"key":"ref46","article-title":"Re-evaluating continual learning scenarios: A categorization and case for strong baselines","author":"hsu","year":"0","journal-title":"Continual Learning Workshop NeurIPS"},{"key":"ref23","first-page":"3987","article-title":"Continual learning through synaptic intelligence","volume":"70","author":"zenke","year":"2017","journal-title":"Proceedings of the 34th International Conference on Machine Learning"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2017.2750080"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.753"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.350"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00285"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00271"},{"key":"ref20","article-title":"To-wards open world object detection","author":"joseph","year":"0","journal-title":"Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2021)"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1002\/j.1538-7305.1948.tb01338.x"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00068"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3057446"},{"key":"ref44","author":"mcinnes","year":"2018","journal-title":"Umap Uniform manifold approximation and projection for dimension reduction"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01065"},{"key":"ref43","article-title":"Anatomy of catastrophic forgetting: Hidden representations and task semantics","author":"ramasesh","year":"0","journal-title":"International Conference on Learning Representations"},{"key":"ref28","article-title":"Distilling the knowledge in a neural network","author":"hinton","year":"0","journal-title":"Deep Learning and Representation Learning Workshop NIPS"},{"key":"ref27","article-title":"Superposition of many models into one","volume":"32","author":"cheung","year":"2019","journal-title":"Advances in neural information processing systems"},{"key":"ref29","article-title":"Tackling catastrophic forgetting and background shift in continual semantic segmentation","volume":"abs 2106 15287","author":"douillard","year":"2021","journal-title":"CoRR"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00925"},{"key":"ref7","first-page":"3519","article-title":"Similarity of neural network representations revisited","volume":"97","author":"kornblith","year":"0","journal-title":"Proceedings of the 36th International Conference on Machine Learning ser Proceedings of Machine Learning Research"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00403"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2019.00400"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2019.2925416"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/IV48863.2021.9575493"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC45102.2020.9294483"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/0167-2789(92)90242-F"}],"event":{"name":"2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC)","location":"Macau, China","start":{"date-parts":[[2022,10,8]]},"end":{"date-parts":[[2022,10,12]]}},"container-title":["2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9921415\/9921739\/09922284.pdf?arnumber=9922284","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,27]],"date-time":"2023-02-27T23:04:33Z","timestamp":1677539073000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9922284\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,8]]},"references-count":48,"URL":"https:\/\/doi.org\/10.1109\/itsc55140.2022.9922284","relation":{},"subject":[],"published":{"date-parts":[[2022,10,8]]}}}