Arwa Dabbech

According to our database, Arwa Dabbech authored at least 10 papers between 2012 and 2025.

Collaborative distances:

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

2025

Towards a robust R2D2 paradigm for radio-interferometric imaging: revisiting DNN training and architecture.

Amir Aghabiglou, Chung San Chu, Chao Tang, Arwa Dabbech, Yves Wiaux

CoRR, March, 2025

2024

The R2D2 deep neural network series paradigm for fast precision imaging in radio astronomy.

Amir Aghabiglou, Chung San Chu, Arwa Dabbech, Yves Wiaux

CoRR, 2024

R2D2 Image Reconstruction with Model Uncertainty Quantification in Radio Astronomy.

Amir Aghabiglou, Chung San Chu, Arwa Dabbech, Yves Wiaux

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

R2D2: Deep neural network series for near real-time high-dynamic range imaging in radio astronomy.

Amir Aghabiglou, Chung San Chu, Adrian Jackson, Arwa Dabbech, Yves Wiaux

CoRR, 2023

Scalable precision wide-field imaging in radio interferometry: II. AIRI validated on ASKAP data.

Amanda G. Wilber, Arwa Dabbech, Matthieu Terris, Adrian Jackson, Yves Wiaux

CoRR, 2023

2022

First AI for deep super-resolution wide-field imaging in radio astronomy: unveiling structure in ESO 137-006.

Arwa Dabbech, Matthieu Terris, Adrian Jackson, Mpati Ramatsoku, Oleg M. Smirnov, Yves Wiaux

CoRR, 2022

Image reconstruction algorithms in radio interferometry: from handcrafted to learned denoisers.

Matthieu Terris, Arwa Dabbech, Chao Tang, Yves Wiaux

CoRR, 2022

2018

Time-Regularized Blind Deconvolution Approach for Radio Interferometry.

Pierre-Antoine Thouvenin, Audrey Repetti, Arwa Dabbech, Yves Wiaux

Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018

2016

A low-rank and joint-sparsity model for hyper-spectral radio-interferometric imaging.

Abdullah Abdulaziz, Arwa Dabbech, Alexandru Onose, Yves Wiaux

Proceedings of the 24th European Signal Processing Conference, 2016

2012

Astronomical image deconvolution using sparse priors: An analysis-by-synthesis approach.

Arwa Dabbech, David Mary, Chiara Ferrari

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012