Výsledky vyhledávání

SuperFormer:continual learning superposition method for text classification

Autor: Marko Zeman, Jana Faganeli Pucer, Igor Kononenko, Zoran Bosnić

Publikováno v: Neural networks, str. 418-436 : Ilustr., Vol. 161, 2023
COBISS-ID: 26011904

Soavtorji: Jana Faganeli Pucer, Igor Kononenko, Zoran Bosnić. Bibliografija: str. 435-436. Abstract.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f614e1d48516251093af0932b313b70f
https://plus.cobiss.net/cobiss/si/en/bib/141099267

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Nadaljevalno učenje s superpozicijo v transformerjih

Autor: Marko Zeman, Jana Faganeli Pucer, Igor Kononenko, Zoran Bosnić

Publikováno v: Uporabna informatika. 30

V mnogih aplikacijah strojnega učenja se novi podatki nenehno zbirajo, npr. v zdravstvenem varstvu, za vremenske napovedi itd. Raziskovalci si pogosto želijo sistem, ki bi omogočal nadaljevalno učenje novih informacij. To je izjemnega pomeni tudi

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::717ebe2214048149a84f114ec7ef1e44
https://doi.org/10.31449/upinf.183

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Compressed Superposition of Neural Networks for Deep Learning in Edge Computing

Autor: Zoran Bosnić, Evgeny Osipov, Marko Zeman

Publikováno v: IJCNN

This paper investigates a combination of the two recently proposed techniques: superposition of multiple neural networks into one and neural network compression. We show that these two techniques can be successfully combined to deliver a great potent

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::a499722d2e3bf22b9e403b49ba8a76bb
https://doi.org/10.1109/ijcnn52387.2021.9533602

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Akademický článek

Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey.

Autor: Mohammadi Foumani, Navid¹ (AUTHOR) navid.foumani@monash.edu.com, Miller, Lynn¹ (AUTHOR) lynn.miller1@monash.edu, Tan, Chang Wei¹ (AUTHOR) chang.tan@monash.edu, Webb, Geoffrey I.¹ (AUTHOR) geoff.webb@monash.edu, Forestier, Germain² (AUTHOR) germain.forestier@uha.fr, Salehi, Mahsa¹ (AUTHOR) mahsa.salehi@monash.edu

Publikováno v: ACM Computing Surveys. Sep2024, Vol. 56 Issue 9, p1-45. 45p.

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