{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,12]],"date-time":"2025-11-12T14:20:34Z","timestamp":1762957234786,"version":"3.28.0"},"reference-count":15,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,6,28]],"date-time":"2023-06-28T00:00:00Z","timestamp":1687910400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,6,28]],"date-time":"2023-06-28T00:00:00Z","timestamp":1687910400000},"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":[[2023,6,28]]},"DOI":"10.1109\/mocast57943.2023.10176893","type":"proceedings-article","created":{"date-parts":[[2023,7,17]],"date-time":"2023-07-17T13:34:53Z","timestamp":1689600893000},"page":"1-4","source":"Crossref","is-referenced-by-count":4,"title":["Model-Agnostic Meta-Learning Techniques: A State-of-The-Art Short Review"],"prefix":"10.1109","author":[{"given":"Aikaterini I.","family":"Griva","sequence":"first","affiliation":[{"name":"Aristotle University of Thessaloniki,ELEDIA@AUTh, School of Physics,Thessaloniki,Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Achilles D.","family":"Boursianis","sequence":"additional","affiliation":[{"name":"Aristotle University of Thessaloniki,ELEDIA@AUTh, School of Physics,Thessaloniki,Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lazaros A.","family":"Iliadis","sequence":"additional","affiliation":[{"name":"Aristotle University of Thessaloniki,ELEDIA@AUTh, School of Physics,Thessaloniki,Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Panagiotis","family":"Sarigiannidis","sequence":"additional","affiliation":[{"name":"University of Western Macedonia,Department of Electrical and Computer Engineering,Kozani,Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"George","family":"Karagiannidis","sequence":"additional","affiliation":[{"name":"Aristotle University of Thessaloniki,School of Electrical and Computer Engineering,Thessaloniki,Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sotirios K.","family":"Goudos","sequence":"additional","affiliation":[{"name":"Aristotle University of Thessaloniki,ELEDIA@AUTh, School of Physics,Thessaloniki,Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","article-title":"Amortized bayesian meta-learning","author":"ravi","year":"2018","journal-title":"International Conference on Learning Representations"},{"key":"ref12","article-title":"Probabilistic model-agnostic meta-learning","volume":"31","author":"finn","year":"2018","journal-title":"Advances in neural information processing systems"},{"key":"ref15","article-title":"Es-maml: Simple hessian-free meta learning","author":"song","year":"2020","journal-title":"International Conference on Learning Representations"},{"key":"ref14","article-title":"Taming maml: Efficient unbiased meta-reinforcement learning","author":"liu","year":"2019","journal-title":"International Conference on Machine Learning"},{"key":"ref11","article-title":"Bayesian model-agnostic meta-learning","volume":"31","author":"yoon","year":"2018","journal-title":"Advances in neural information processing systems"},{"key":"ref10","article-title":"Recasting gradient-based meta-learning as hierarchical bayes","author":"grant","year":"2018","journal-title":"International Conference on Learning Representations"},{"key":"ref2","first-page":"717","article-title":"Meta-Learning - Concepts and Techniques","author":"vilalta","year":"2010","journal-title":"Data Mining and Knowledge Discovery Handbook"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3079209"},{"journal-title":"On first-order meta-learning algorithms","year":"2018","author":"nichol","key":"ref8"},{"key":"ref7","first-page":"3907","article-title":"Ood-maml: Meta-learning for few-shot out-of-distribution detection and classification","volume":"33","author":"jeong","year":"2020","journal-title":"Advances in neural information processing systems"},{"key":"ref9","first-page":"1082","article-title":"On the convergence theory of gradient-based model-agnostic meta-learning algorithms","author":"fallah","year":"2020","journal-title":"International Conference on Artificial Intelligence and Statistics"},{"key":"ref4","article-title":"How to train your MAML","author":"antoniou","year":"2019","journal-title":"International Conference on Learning Representations"},{"key":"ref3","first-page":"1126","article-title":"Model-agnostic meta-learning for fast adaptation of deep networks","volume":"70","author":"finn","year":"2017","journal-title":"Proc 34th International Conference on Machine Learning"},{"key":"ref6","article-title":"Alpha maml: Adaptive model-agnostic meta-learning","author":"behl","year":"2019","journal-title":"6th ICML Workshop on Automated Machine Learning"},{"key":"ref5","article-title":"Meta-learning with implicit gradients","volume":"32","author":"rajeswaran","year":"2019","journal-title":"Advances in neural information processing systems"}],"event":{"name":"2023 12th International Conference on Modern Circuits and Systems Technologies (MOCAST)","start":{"date-parts":[[2023,6,28]]},"location":"Athens, Greece","end":{"date-parts":[[2023,6,30]]}},"container-title":["2023 12th International Conference on Modern Circuits and Systems Technologies (MOCAST)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10176331\/10176367\/10176893.pdf?arnumber=10176893","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,7]],"date-time":"2023-08-07T13:38:18Z","timestamp":1691415498000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10176893\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,28]]},"references-count":15,"URL":"https:\/\/doi.org\/10.1109\/mocast57943.2023.10176893","relation":{},"subject":[],"published":{"date-parts":[[2023,6,28]]}}}