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ORCIDMohammad Golbabaee
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2020 – today
- 2024
[c17]Perla Mayo, Matteo Cencini, Ketan Fatania, Carolin M. Pirkl, Marion I. Menzel, Bjoern H. Menze, Michela Tosetti, Mohammad Golbabaee:
Deep Image Priors for Magnetic Resonance Fingerprinting with Pretrained Bloch-Consistent Denoising Autoencoders. ISBI 2024: 1-4- [c16]Perla Mayo, Matteo Cencini, Carolin M. Pirkl, Marion I. Menzel, Michela Tosetti, Bjoern H. Menze, Mohammad Golbabaee:
StoDIP: Efficient 3D MRF Image Reconstruction with Deep Image Priors and Stochastic Iterations. MLMI@MICCAI (2) 2024: 128-137 - [i22]Matthias J. Ehrhardt, Patrick Fahy, Mohammad Golbabaee:
Learning Preconditioners for Inverse Problems. CoRR abs/2406.00260 (2024) - [i21]Perla Mayo, Matteo Cencini, Ketan Fatania, Carolin M. Pirkl, Marion I. Menzel, Bjoern H. Menze, Michela Tosetti
, Mohammad Golbabaee:
Deep Image Priors for Magnetic Resonance Fingerprinting with pretrained Bloch-consistent denoising autoencoders. CoRR abs/2407.19866 (2024) - [i20]Perla Mayo, Matteo Cencini, Carolin M. Pirkl, Marion I. Menzel, Michela Tosetti, Bjoern H. Menze, Mohammad Golbabaee:
StoDIP: Efficient 3D MRF image reconstruction with deep image priors and stochastic iterations. CoRR abs/2408.02367 (2024) - 2023
- [c15]Ketan Fatania, Kwai Y. Chau, Carolin M. Pirkl, Marion I. Menzel, Mohammad Golbabaee:
Nonlinear Equivariant Imaging: Learning Multi-Parametric Tissue Mapping without Ground Truth for Compressive Quantitative MRI. ISBI 2023: 1-4 - [i19]Holly Wilson, Scott Wellington, Foteini Simistira Liwicki, Vibha Gupta, Rajkumar Saini, Kanjar De, Nosheen Abid, Sumit Rakesh, Johan Gunnar Eriksson, Oliver Watts, Xi Chen, Mohammad Golbabaee, Michael J. Proulx, Marcus Liwicki, Eamonn O'Neill, Benjamin Metcalfe:
Performance of data-driven inner speech decoding with same-task EEG-fMRI data fusion and bimodal models. CoRR abs/2306.10854 (2023) - 2022
- [c14]Dongdong Chen, Mike E. Davies, Mohammad Golbabaee:
Deep Unrolling for Magnetic Resonance Fingerprinting. ISBI 2022: 1-4 - [c13]Ketan Fatania, Carolin M. Pirkl, Marion I. Menzel, Peter Hall, Mohammad Golbabaee:
A Plug-and-Play Approach To Multiparametric Quantitative MRI: Image Reconstruction Using Pre-Trained Deep Denoisers. ISBI 2022: 1-4 - [i18]Ketan Fatania, Carolin M. Pirkl, Marion I. Menzel, Peter Hall, Mohammad Golbabaee:
A Plug-and-Play Approach to Multiparametric Quantitative MRI: Image Reconstruction using Pre-Trained Deep Denoisers. CoRR abs/2202.05269 (2022) - [i17]Ketan Fatania, Kwai Y. Chau, Carolin M. Pirkl, Marion I. Menzel, Peter Hall, Mohammad Golbabaee:
Nonlinear Equivariant Imaging: Learning Multi-Parametric Tissue Mapping without Ground Truth for Compressive Quantitative MRI. CoRR abs/2211.12786 (2022) - 2021
- [j8]Mohammad Golbabaee, Guido Buonincontri, Carolin M. Pirkl, Marion I. Menzel, Bjoern H. Menze, Mike E. Davies, Pedro A. Gómez:
Compressive MRI quantification using convex spatiotemporal priors and deep encoder-decoder networks. Medical Image Anal. 69: 101945 (2021) - 2020
- [j7]Junqi Tang, Karen O. Egiazarian, Mohammad Golbabaee, Mike E. Davies:
The Practicality of Stochastic Optimization in Imaging Inverse Problems. IEEE Trans. Computational Imaging 6: 1471-1485 (2020) - [c12]Dongdong Chen, Mike E. Davies, Mohammad Golbabaee:
Compressive MR Fingerprinting Reconstruction with Neural Proximal Gradient Iterations. MICCAI (2) 2020: 13-22 - [i16]Mohammad Golbabaee, Guido Bounincontri, Carolin M. Pirkl, Marion I. Menzel, Bjoern H. Menze, Mike E. Davies, Pedro A. Gómez:
Compressive MRI quantification using convex spatiotemporal priors and deep auto-encoders. CoRR abs/2001.08746 (2020) - [i15]Dongdong Chen, Mike E. Davies, Mohammad Golbabaee:
Compressive MR Fingerprinting reconstruction with Neural Proximal Gradient iterations. CoRR abs/2006.15271 (2020) - [i14]Mohammad Golbabaee, Clarice Poon:
An off-the-grid approach to multi-compartment magnetic resonance fingerprinting. CoRR abs/2011.11193 (2020)
2010 – 2019
- 2019
- [c11]Mohammad Golbabaee, Dongdong Chen, Pedro A. Gómez, Marion I. Menzel, Mike E. Davies:
Geometry of Deep Learning for Magnetic Resonance Fingerprinting. ICASSP 2019: 7825-7829 - [i13]Mohammad Golbabaee, Carolin M. Pirkl, Marion I. Menzel, Guido Buonincontri, Pedro A. Gómez:
Deep MR Fingerprinting with total-variation and low-rank subspace priors. CoRR abs/1902.10205 (2019) - [i12]Junqi Tang, Karen O. Egiazarian, Mohammad Golbabaee, Mike E. Davies:
The Practicality of Stochastic Optimization in Imaging Inverse Problems. CoRR abs/1910.10100 (2019) - 2018
- [j6]Amirali Aghazadeh, Mohammad Golbabaee, Andrew S. Lan, Richard G. Baraniuk:
Insense: Incoherent sensor selection for sparse signals. Signal Process. 150: 57-65 (2018) - [j5]Mohammad Golbabaee, Mike E. Davies:
Inexact Gradient Projection and Fast Data Driven Compressed Sensing. IEEE Trans. Inf. Theory 64(10): 6707-6721 (2018) - [c10]Amirali Aghazadeh, Mohammad Golbabaee, Andrew S. Lan, Richard G. Baraniuk:
Insense: Incoherent Sensor Selection for Sparse Signals. ICASSP 2018: 4689-4693 - [c9]Junqi Tang, Mohammad Golbabaee, Francis R. Bach, Mike E. Davies:
Rest-Katyusha: Exploiting the Solution's Structure via Scheduled Restart Schemes. NeurIPS 2018: 427-438 - [i11]Mohammad Golbabaee, Dongdong Chen, Pedro A. Gómez, Marion I. Menzel, Mike E. Davies:
A deep learning approach for Magnetic Resonance Fingerprinting. CoRR abs/1809.01749 (2018) - [i10]Mohammad Golbabaee, Zhouye Chen, Yves Wiaux, Mike E. Davies:
CoverBLIP: scalable iterative matched filtering for MR Fingerprint recovery. CoRR abs/1809.02503 (2018) - [i9]Arnold Julian Vinoj Benjamin, Pedro A. Gómez, Mohammad Golbabaee, Tim Sprenger, Marion I. Menzel, Mike E. Davies, Ian Marshall:
Balanced multi-shot EPI for accelerated Cartesian MRF: An alternative to spiral MRF. CoRR abs/1809.02506 (2018) - [i8]Mohammad Golbabaee, Zhouye Chen, Yves Wiaux, Mike E. Davies:
CoverBLIP: accelerated and scalable iterative matched-filtering for Magnetic Resonance Fingerprint reconstruction. CoRR abs/1810.01967 (2018) - 2017
- [c8]Junqi Tang, Mohammad Golbabaee, Mike E. Davies:
Exploiting the structure via sketched gradient algorithms. GlobalSIP 2017: 1305-1309 - [c7]Junqi Tang, Mohammad Golbabaee, Mike E. Davies:
Gradient Projection Iterative Sketch for Large-Scale Constrained Least-Squares. ICML 2017: 3377-3386 - [c6]Mohammad Golbabaee, Zhouye Chen, Yves Wiaux, Mike E. Davies:
Cover tree compressed sensing for fast mr fingerprint recovery. MLSP 2017: 1-6 - [i7]Amirali Aghazadeh, Mohammad Golbabaee, Andrew S. Lan, Richard G. Baraniuk:
Insense: Incoherent Sensor Selection for Sparse Signals. CoRR abs/1702.07670 (2017) - [i6]Mohammad Golbabaee, Mike E. Davies:
Inexact Gradient Projection and Fast Data Driven Compressed Sensing. CoRR abs/1706.00092 (2017) - 2014
- [j4]Jan Hendrik Kobarg, Peter Maass, Janina Oetjen, Oren Tropp, Eyal Hirsch, Chen Sagiv, Mohammad Golbabaee, Pierre Vandergheynst:
Numerical experiments with MALDI Imaging data. Adv. Comput. Math. 40(3): 667-682 (2014) - [j3]Mohammad Golbabaee, Alexandre Alahi, Pierre Vandergheynst:
SCOOP: A Real-Time Sparsity Driven People Localization Algorithm. J. Math. Imaging Vis. 48(1): 160-175 (2014) - [j2]Afsaneh Asaei, Mohammad Golbabaee, Hervé Bourlard, Volkan Cevher:
Structured Sparsity Models for Reverberant Speech Separation. IEEE ACM Trans. Audio Speech Lang. Process. 22(3): 620-633 (2014) - [i5]Laurent Jacques, Christophe De Vleeschouwer, Yannick Boursier, Prasad Sudhakar, C. De Mol, Aleksandra Pizurica, Sandrine Anthoine, Pierre Vandergheynst, Pascal Frossard, Cagdas Bilen, Srdan Kitic, Nancy Bertin, Rémi Gribonval, Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre, Shaun Bundervoet, Colas Schretter, Ann Dooms, Peter Schelkens, Olivier Chabiron, François Malgouyres, Jean-Yves Tourneret, Nicolas Dobigeon, Pierre Chainais, Cédric Richard, Bruno Cornelis, Ingrid Daubechies, David B. Dunson, Marie Danková, Pavel Rajmic, Kévin Degraux, Valerio Cambareri, Bert Geelen, Gauthier Lafruit, Gianluca Setti, Jean-François Determe, Jérôme Louveaux, François Horlin, Angélique Drémeau, Patrick Héas, Cédric Herzet, Vincent Duval, Gabriel Peyré, Alhussein Fawzi, Mike E. Davies, Nicolas Gillis, Stephen A. Vavasis, Charles Soussen, Luc Le Magoarou, Jingwei Liang, Jalal Fadili, Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet, Mauro Maggioni, Stanislav Minsker, Nate Strawn, C. Mory, Fred Maurice Ngolè Mboula, Jean-Luc Starck, Ignace Loris, Samuel Vaiter, Mohammad Golbabaee, Dejan Vukobratovic:
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). CoRR abs/1410.0719 (2014) - 2013
- [j1]Mohammad Golbabaee, Simon Arberet, Pierre Vandergheynst:
Compressive Source Separation: Theory and Methods for Hyperspectral Imaging. IEEE Trans. Image Process. 22(12): 5096-5110 (2013) - [i4]Samuel Vaiter, Mohammad Golbabaee, Jalal Fadili, Gabriel Peyré:
Model Selection with Piecewise Regular Gauges. CoRR abs/1307.2342 (2013) - 2012
- [b1]Mohammad Golbabaee:
Compressive Sampling Strategies for Multichannel Signals - Theory and Applications. EPFL, Switzerland, 2012 - [c5]Mohammad Golbabaee, Pierre Vandergheynst:
Hyperspectral image compressed sensing via low-rank and joint-sparse matrix recovery. ICASSP 2012: 2741-2744 - [c4]Mahdad Hosseini Kamal, Mohammad Golbabaee, Pierre Vandergheynst:
Light field compressive sensing in camera arrays. ICASSP 2012: 5413-5416 - [c3]Mohammad Golbabaee, Pierre Vandergheynst:
Joint trace/TV norm minimization: A new efficient approach for spectral compressive imaging. ICIP 2012: 933-936 - [i3]Mohammad Golbabaee, Simon Arberet, Pierre Vandergheynst:
Compressive Source Separation: Theory and Methods for Hyperspectral Imaging. CoRR abs/1208.4505 (2012) - [i2]Afsaneh Asaei, Mohammad Golbabaee, Hervé Bourlard, Volkan Cevher:
Structured Sparsity Models for Multiparty Speech Recovery from Reverberant Recordings. CoRR abs/1210.6766 (2012) - [i1]Mohammad Golbabaee, Pierre Vandergheynst:
Compressed Sensing of Simultaneous Low-Rank and Joint-Sparse Matrices. CoRR abs/1211.5058 (2012) - 2010
- [c2]Mohammad Golbabaee, Simon Arberet, Pierre Vandergheynst:
Multichannel compressed sensing via source separation for hyperspectral images. EUSIPCO 2010: 1326-1329
2000 – 2009
- 2008
- [c1]Mohammad Golbabaee, Pierre Vandergheynst:
Average case analysis of sparse recovery with thresholding : New bounds based on average dictionary coherence. ICASSP 2008: 3877-3880
Coauthor Index
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last updated on 2024-11-04 20:45 CET by the dblp team
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