Görkem Algan | DeepAI

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Featured Co-authors

Ilkay Ulusoy
8 publications
Şaban Gönül
1 publication
Banu Turgut
1 publication
Berker Bakbak
1 publication
Zülfiye Kütük
1 publication

∙ 05/26/2022

Semantic Segmentation for Thermal Images: A Comparative Survey

Semantic segmentation is a challenging task since it requires excessivel...

0 Zülfiye Kütük, et al. ∙

∙ 03/19/2021

MetaLabelNet: Learning to Generate Soft-Labels from Noisy-Labels

Real-world datasets commonly have noisy labels, which negatively affects...

0 Görkem Algan, et al. ∙

∙ 10/14/2020

Deep Learning from Small Amount of Medical Data with Noisy Labels: A Meta-Learning Approach

Computer vision systems recently made a big leap thanks to deep neural n...

0 Görkem Algan, et al. ∙

∙ 07/11/2020

Meta Soft Label Generation for Noisy Labels

The existence of noisy labels in the dataset causes significant performa...

0 Görkem Algan, et al. ∙

∙ 03/23/2020

Label Noise Types and Their Effects on Deep Learning

The recent success of deep learning is mostly due to the availability of...

0 Görkem Algan, et al. ∙

∙ 12/11/2019

Image Classification with Deep Learning in the Presence of Noisy Labels: A Survey

Image classification systems recently made a big leap with the advanceme...

0 Görkem Algan, et al. ∙

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