Amirhossein Khalilian-Gourtani

activity

20192026

most citedCDLNet: Noise-Adaptive Convolutional Dictionary Learning Network for Blind Denoising and Demosaicing

33 citations · 63 across the 8 of their papers we have counts for

collaborators

Showing 2025 · eess.IVShow all

2 papers · 2 filters

eess.IV2025

Noisy MRI Reconstruction via MAP Estimation with an Implicit Deep-Denoiser Prior

Nikola Janjušević, Amirhossein Khalilian-Gourtani, Yao Wang +1

Accelerating magnetic resonance imaging (MRI) remains challenging, particularly under realistic acquisition noise. While diffusion models have recently shown promise for reconstruc…

eess.IV2025★ 2 cited

Learned Primal Dual Splitting for Self-Supervised Noise-Adaptive MRI Reconstruction

Nikola Janjusevic, Amirhoussein Khalilian-Gourtani, Yao Wang +1

Magnetic resonance imaging (MRI) reconstruction has largely been dominated by deep neural networks (DNN); however, many state-of-the-art architectures use black-box structures, whi…