Görkem Algan

According to our database, Görkem Algan authored at least 6 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

MetaLabelNet: Learning to Generate Soft-Labels From Noisy-Labels.

Görkem Algan, Ilkay Ulusoy

IEEE Trans. Image Process., 2022

Semantic Segmentation for Thermal Images: A Comparative Survey.

Zülfiye Kütük, Görkem Algan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Image classification with deep learning in the presence of noisy labels: A survey.

Görkem Algan, Ilkay Ulusoy

Knowl. Based Syst., 2021

2020

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

Görkem Algan, Ilkay Ulusoy, Saban Gönül, Banu Turgut, Berker Bakbak

CoRR, 2020

Label Noise Types and Their Effects on Deep Learning.

Görkem Algan, Ilkay Ulusoy

CoRR, 2020

Meta Soft Label Generation for Noisy Labels.

Görkem Algan, Ilkay Ulusoy

Proceedings of the 25th International Conference on Pattern Recognition, 2020