Publications

If you use our papers or software in your work, please consider citing the corresponding publication (more to be added).

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arXiv2025

No alignment needed for generation: Learning linearly separable representations in diffusion models

Yasar Alcalar, Mehmet Akcakaya
primary, primary
Yasar Alcalar
arXiv2025

No alignment needed for generation: Learning linearly separable representations in diffusion models

Yasar Alcalar, Mehmet Akcakaya
primary, primary
Mehmet Akcakaya
NeurIPS2025

Time-embedded algorithm unrolling for computational MRI

Junno Yun, Yasar Alcalar, Mehmet Akcakaya
primary, primary, primary
Junno Yun
NeurIPS2025

Time-embedded algorithm unrolling for computational MRI

Junno Yun, Yasar Alcalar, Mehmet Akcakaya
primary, primary, primary
Yasar Alcalar
NeurIPS2025

Time-embedded algorithm unrolling for computational MRI

Junno Yun, Yasar Alcalar, Mehmet Akcakaya
primary, primary, primary
Mehmet Akcakaya
NeurIPS (Spotlight⭐)2025

Fast MRI for all: Bridging access gaps by training without raw data

Yasar Alcalar, Merve Gulle, Mehmet Akcakaya
primary, primary, primary
Yasar Alcalar
NeurIPS (Spotlight⭐)2025

Fast MRI for all: Bridging access gaps by training without raw data

Yasar Alcalar, Merve Gulle, Mehmet Akcakaya
primary, primary, primary
Merve Gulle
NeurIPS (Spotlight⭐)2025

Fast MRI for all: Bridging access gaps by training without raw data

Yasar Alcalar, Merve Gulle, Mehmet Akcakaya
primary, primary, primary
Mehmet Akcakaya
MRM (Magnetic Resonance in Medicine)2020

Self-supervised learning of physics-guided reconstruction neural networks without fully-sampled reference data

Burhaneddin Yaman, Seyed Hosseini, Steen Moeller, Jutta Ellermann, Kamil Ugurbil, Mehmet Akcakaya
primary, primary, primary, primary, primary, primary
Burhaneddin Yaman
MRM (Magnetic Resonance in Medicine)2020

Self-supervised learning of physics-guided reconstruction neural networks without fully-sampled reference data

Burhaneddin Yaman, Seyed Hosseini, Steen Moeller, Jutta Ellermann, Kamil Ugurbil, Mehmet Akcakaya
primary, primary, primary, primary, primary, primary
Seyed Hosseini
MRM (Magnetic Resonance in Medicine)2020

Self-supervised learning of physics-guided reconstruction neural networks without fully-sampled reference data

Burhaneddin Yaman, Seyed Hosseini, Steen Moeller, Jutta Ellermann, Kamil Ugurbil, Mehmet Akcakaya
primary, primary, primary, primary, primary, primary
Steen Moeller
MRM (Magnetic Resonance in Medicine)2020

Self-supervised learning of physics-guided reconstruction neural networks without fully-sampled reference data

Burhaneddin Yaman, Seyed Hosseini, Steen Moeller, Jutta Ellermann, Kamil Ugurbil, Mehmet Akcakaya
primary, primary, primary, primary, primary, primary
Jutta Ellermann
MRM (Magnetic Resonance in Medicine)2020

Self-supervised learning of physics-guided reconstruction neural networks without fully-sampled reference data

Burhaneddin Yaman, Seyed Hosseini, Steen Moeller, Jutta Ellermann, Kamil Ugurbil, Mehmet Akcakaya
primary, primary, primary, primary, primary, primary
Kamil Ugurbil
MRM (Magnetic Resonance in Medicine)2020

Self-supervised learning of physics-guided reconstruction neural networks without fully-sampled reference data

Burhaneddin Yaman, Seyed Hosseini, Steen Moeller, Jutta Ellermann, Kamil Ugurbil, Mehmet Akcakaya
primary, primary, primary, primary, primary, primary
Mehmet Akcakaya