{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T01:25:41Z","timestamp":1740101141971,"version":"3.37.3"},"reference-count":35,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,8,21]],"date-time":"2022-08-21T00:00:00Z","timestamp":1661040000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,8,21]],"date-time":"2022-08-21T00:00:00Z","timestamp":1661040000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000015","name":"U.S. Department of Energy","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000015","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100006132","name":"Office of Science","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100006132","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100006192","name":"Advanced Scientific Computing Research","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100006192","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,8,21]]},"DOI":"10.1109\/icpr56361.2022.9956042","type":"proceedings-article","created":{"date-parts":[[2022,11,29]],"date-time":"2022-11-29T19:34:13Z","timestamp":1669750453000},"page":"1350-1356","source":"Crossref","is-referenced-by-count":0,"title":["Continual Learning via Dynamic Programming"],"prefix":"10.1109","author":[{"given":"R.","family":"Krishnan","sequence":"first","affiliation":[{"name":"Argonne National Laboratory,Mathematics and Computer Science Division,Lemont,IL,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Prasanna","family":"Balaprakash","sequence":"additional","affiliation":[{"name":"Argonne National Laboratory,Mathematics and Computer Science Division,Lemont,IL,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"journal-title":"Neural Network Control of Robot Manipulators and Non-Linear Systems","year":"1998","author":"lewis","key":"ref33"},{"key":"ref32","first-page":"1310","article-title":"On the difficulty of training recurrent neural networks","author":"pascanu","year":"2013","journal-title":"International Conference on Machine Learning"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/MCAS.2009.933854"},{"key":"ref30","article-title":"Formalizing the generalization-forgetting trade-off in continual learning","author":"krishnan","year":"2021","journal-title":"NeurIPS"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.1987.1104543"},{"article-title":"On first-order meta-learning algorithms","year":"2018","author":"nichol","key":"ref34"},{"key":"ref10","first-page":"6467","article-title":"Gradient episodic memory for continual learning","author":"lopez-paz","year":"2017","journal-title":"Advances in neural information processing systems"},{"article-title":"Continual learning with tiny episodic memories","year":"2019","author":"chaudhry","key":"ref11"},{"key":"ref12","first-page":"3630","article-title":"Matching networks for one shot learning","volume":"29","author":"vinyals","year":"2016","journal-title":"Advances in neural information processing systems"},{"key":"ref13","first-page":"4077","article-title":"Prototypical networks for few-shot learning","author":"snell","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref14","first-page":"1126","article-title":"Model-agnostic meta-learning for fast adaptation of deep networks","author":"finn","year":"0"},{"article-title":"Online metalearning","year":"2019","author":"finn","key":"ref15"},{"key":"ref16","first-page":"1818","article-title":"Meta-learning representations for continual learning","author":"javed","year":"2019","journal-title":"Advances in neural information processing systems"},{"article-title":"Learning to continually learn","year":"2020","author":"beaulieu","key":"ref17"},{"article-title":"Online fast adaptation and knowledge accumulation: A new approach to continual learning","year":"2020","author":"caccia","key":"ref18"},{"key":"ref19","article-title":"Achieving forgetting prevention and knowledge transfer in continual learning","volume":"34","author":"ke","year":"2021","journal-title":"Advances in neural information processing systems"},{"article-title":"Generalisation guarantees for continual learning with orthogonal gradient descent","year":"2020","author":"bennani","key":"ref28"},{"article-title":"Progressive neural networks","year":"2016","author":"rusu","key":"ref4"},{"key":"ref27","first-page":"1072","article-title":"A theoretical analysis of catastrophic forgetting through the NTK overlap matrix","author":"doan","year":"2021","journal-title":"International Conference on Artificial Intelligence and Statistics"},{"key":"ref3","article-title":"BooVAE: Boosting approach for continual learning of VAE","volume":"34","author":"egorov","year":"2021","journal-title":"Advances in neural information processing systems"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1611835114"},{"article-title":"Optimization and generalization of regularization-based continual learning: a loss approximation viewpoint","year":"2020","author":"yin","key":"ref29"},{"article-title":"Lifelong learning with dynamically expandable networks","year":"2017","author":"yoon","key":"ref5"},{"key":"ref8","first-page":"139","article-title":"Memory aware synapses: Learning what (not) to forget","author":"aljundi","year":"2018","journal-title":"Proceedings of the European Conference on Computer Vision (ECCV)"},{"key":"ref7","first-page":"3987","article-title":"Continual learning through synaptic intelligence","volume":"70","author":"zenke","year":"2017","journal-title":"Machine Learning Research"},{"key":"ref2","article-title":"Generative vs. discriminative: Rethinking the meta-continual learning","volume":"34","author":"banayeeanzade","year":"2021","journal-title":"Advances in neural information processing systems"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/BF00992699"},{"article-title":"Learning to learn without forgetting by maximizing transfer and minimizing interference","year":"2018","author":"riemer","key":"ref1"},{"article-title":"La-MAML: Look-ahead meta learning for continual learning","year":"2020","author":"gupta","key":"ref20"},{"article-title":"Posterior meta-replay for continual learning","year":"2021","author":"henning","key":"ref22"},{"key":"ref21","article-title":"Flattening sharpness for dynamic gradient projection memory benefits continual learning","volume":"34","author":"deng","year":"2021","journal-title":"Advances in neural information processing systems"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1002\/9781118122631"},{"journal-title":"Adaptive Control Processes A Guided Tour","year":"2015","author":"bellman","key":"ref23"},{"article-title":"Unifying regularisation methods for continual learning","year":"2021","author":"benzing","key":"ref26"},{"article-title":"Meta continual learning via dynamic programming","year":"2020","author":"krishnan","key":"ref25"}],"event":{"name":"2022 26th International Conference on Pattern Recognition (ICPR)","start":{"date-parts":[[2022,8,21]]},"location":"Montreal, QC, Canada","end":{"date-parts":[[2022,8,25]]}},"container-title":["2022 26th International Conference on Pattern Recognition (ICPR)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9956007\/9955631\/09956042.pdf?arnumber=9956042","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,26]],"date-time":"2022-12-26T19:41:57Z","timestamp":1672083717000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9956042\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,8,21]]},"references-count":35,"URL":"https:\/\/doi.org\/10.1109\/icpr56361.2022.9956042","relation":{},"subject":[],"published":{"date-parts":[[2022,8,21]]}}}