Zobrazeno 1 - 10
of 7 569
pro vyhledávání: '"Gok, A"'
Continual Learning (CL) methods usually learn from all available data. However, this is not the case in human cognition which efficiently focuses on key experiences while disregarding the redundant information. Similarly, not all data points in a dat
Externí odkaz:
http://arxiv.org/abs/2410.17715
Autor:
Singh, Prabhant, Gijsbers, Pieter, Yildirim, Murat Onur, Gok, Elif Ceren, Vanschoren, Joaquin
We propose an AutoML system that enables model selection on clustering problems by leveraging optimal transport-based dataset similarity. Our objective is to establish a comprehensive AutoML pipeline for clustering problems and provide recommendation
Externí odkaz:
http://arxiv.org/abs/2407.11286
Autor:
Yildirim, Murat Onur, Yildirim, Elif Ceren Gok, Mocanu, Decebal Constantin, Vanschoren, Joaquin
Class incremental learning (CIL) in an online continual learning setting strives to acquire knowledge on a series of novel classes from a data stream, using each data point only once for training. This is more realistic compared to offline modes, whe
Externí odkaz:
http://arxiv.org/abs/2403.14684
Publikováno v:
Interdisciplinary Conference on Mechanics, Computers and Electrics, 27-28 Nov. 2021, Ankara
Different methods are used for a mobile robot to go to a specific target location. These methods work in different ways for online and offline scenarios. In the offline scenario, an environment map is created once, and fixed path planning is made on
Externí odkaz:
http://arxiv.org/abs/2403.12463
Autor:
Elif Ece Kalaoglu, Gulay Dumanli Gok
Publikováno v:
BMC Oral Health, Vol 24, Iss 1, Pp 1-8 (2024)
Abstract Purpose This study aimed to compare the acceptability of removable acrylic appliances (RA) and Invisalign First (IF) clear aligners (Aligntech, USA) among children undergoing orthodontic treatment during the mixed dentition period, consideri
Externí odkaz:
https://doaj.org/article/cea250cf78894163815b363a0a2fdc27
Autor:
Berna Ates, Tolga Eroglu, Seray Sahsuvar, Ceyhun Ekrem Kirimli, Ozgur Kocaturk, Sahin Senay, Ozgul Gok
Publikováno v:
ACS Omega, Vol 9, Iss 41, Pp 42103-42115 (2024)
Externí odkaz:
https://doaj.org/article/5b1ad4aa82dc48719159bd7b8ae708a1
Autor:
Yildirim, Murat Onur, Yildirim, Elif Ceren Gok, Sokar, Ghada, Mocanu, Decebal Constantin, Vanschoren, Joaquin
Continual learning (CL) refers to the ability of an intelligent system to sequentially acquire and retain knowledge from a stream of data with as little computational overhead as possible. To this end; regularization, replay, architecture, and parame
Externí odkaz:
http://arxiv.org/abs/2308.14831
Class-Incremental Learning aims to update a deep classifier to learn new categories while maintaining or improving its accuracy on previously observed classes. Common methods to prevent forgetting previously learned classes include regularizing the n
Externí odkaz:
http://arxiv.org/abs/2303.13113
Publikováno v:
BMC Oral Health, Vol 24, Iss 1, Pp 1-11 (2024)
Abstract Background The purpose of this study was to assess the effects of systemically given krill oil (KO) on the development of new bone formation in the sutura palatina media following rapid maxillary expansion (RME). Methods 28 4–5 week-old ma
Externí odkaz:
https://doaj.org/article/415fc0b4e3834ca1b3d7791b83ebe7f2
Autor:
Gok, Abdullah
Optoelectronic devices operating in the visible and near-infrared spectral regions have driven increasing interest due to their potential to provide distinctive features and functionalities for applications in a wide range of disciplines. Starting fr
Externí odkaz:
https://hdl.handle.net/2144/45075