Canberk Ekmekci

According to our database, Canberk Ekmekci authored at least 7 papers between 2018 and 2025.

Collaborative distances:

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

2025

Conformalized Generative Bayesian Imaging: An Uncertainty Quantification Framework for Computational Imaging.

Canberk Ekmekci, Müjdat Çetin

CoRR, April, 2025

2024

Integrating Generative and Physics-Based Models for Ptychographic Imaging with Uncertainty Quantification.

Canberk Ekmekci, Tekin Bicer, Zichao Wendy Di, Junjing Deng, Müjdat Çetin

CoRR, 2024

2023

Automatic parameter tuning for plug-and-play algorithms using generalized cross validation and Stein's unbiased risk estimation for linear inverse problems in computational imaging.

Canberk Ekmekci, Müjdat Çetin

Proceedings of the Computational Imaging XXI, San Francisco, 2023

2022

Uncertainty Quantification for Deep Unrolling-Based Computational Imaging.

Canberk Ekmekci, Müjdat Çetin

IEEE Trans. Computational Imaging, 2022

2021

What Does Your Computational Imaging Algorithm Not Know?: A Plug-and-Play Model Quantifying Model Uncertainty.

Canberk Ekmekci, Müjdat Çetin

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Model-Based Bayesian Deep Learning Architecture for Linear Inverse Problems in Computational Imaging.

Canberk Ekmekci, Müjdat Çetin

Proceedings of the Computational Imaging XIX, Virtual Event, 11-28 January 2021., 2021

2018

SkipVis: A skip graph visualizer.

Yahya Hassanzadeh-Nazarabadi, Canberk Ekmekci, Esin Menceloglu, Öznur Özkasap

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018