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Deep-Learning-Based Accelerated and Noise-Suppressed Estimation (DANSE) of quantitative Gradient Recalled Echo (qGRE) MRI metrics associated with Human Brain Neuronal Structure and Hemodynamic Properties
S. Kahali, S. V. V. N. Kothapalli, X. Xu, and 2 more authors
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@inproceedings{Kerepecky.etal2023,author={Kerepecky, T. and Liu, J. and Ng, X. W. and Piston, D. W. and Kamilov, U. S.},booktitle={IEEE Int. Conf. Acoustics, Speech and Signal Process. (ICASSP)},title={Dual-Cycle: Self-Supervised Dual-View Fluorescence Microscopy Image Reconstruction using CycleGAN},year={2023},address={Rhodes Island, Greece},doi={10.1109/icassp49357.2023.10095386},}
@inproceedings{Hu.etal2023,author={Hu, J. and Shoushtari, S. and Zou, Z. and Liu, J. and Sun, Z. and Kamilov, U. S.},booktitle={IEEE Int. Conf. Acoustics, Speech and Signal Process. (ICASSP)},title={Robustness of Deep Equilibrium Architectures to Changes in the Measurement Model},year={2023},address={Rhodes Island, Greece},doi={10.1109/icassp49357.2023.10096199},}
@inproceedings{Gan.etal2023b,author={Gan, W. and Gao, H. and Sun, Z. and Kamilov, U. S.},booktitle={IEEE Int. Conf. Acoustics, Speech and Signal Process. (ICASSP)},title={SINCO: A Novel structural regularizer for image compression using implicit neural representations},year={2023},address={Rhodes Island, Greece},doi={10.1109/icassp49357.2023.10095531},}
@inproceedings{Liu.etal2022,author={Liu, J. and Xu, X. and Gan, W. and Kamilov, U. S.},booktitle={Adv. Neural Information Processing Systems (NeurIPS)},title={Online Deep Equilibrium Learning for Regularization by Denoising},year={2022},address={New Orleans, USA},}
@inproceedings{Shangguan.etal2022,author={Shangguan, W. and Sun, Y. and Gan, W. and Kamilov, U. S.},booktitle={European Conference on Computer Vision (ECCV)},title={Learning Cross-Video Neural Representations for High-Quality Frame Interpolation},year={2022},pages={511--528},address={Tel Aviv, Israel},doi={10.1007/978-3-031-19784-0_30},}
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@article{Liu.etal2022a,author={Liu, R. and Sun, Y. and Zhu, J. and Tian, L. and Kamilov, U. S.},journal={Nat. Mach. Intell.},title={Recovery of Continuous 3D Refractive Index Maps from Discrete Intensity-Only Measurements using Neural Fields},volume={4},pages={781--791},year={2022},doi={10.1038/s42256-022-00530-3},}
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@article{Xu.etal2022,author={Xu, X. and Kothapalli, {S. V. V. N.} and Liu, J. and Kahali, S. and Gan, W. and Yablonskiy, D. and Kamilov, U. S.},journal={Magn. Reson. Med.},title={Learning-based Motion Artifact Removal Networks for Quantitative R2* Mapping},volume={88},no={1},pages={106--119},year={2022},doi={10.1002/mrm.29188},}
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Phase2Phase: Respiratory Motion-Resolved Reconstruction of Free-Breathing Magnetic Resonance Imaging Using Deep Learning Without a Ground Truth for Improved Liver Imaging
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@inproceedings{Wu.etal2019,author={Wu, Z. and Sun, Y. and Liu, J. and Kamilov, U. S.},booktitle={IEEE Int. Conf. Comp. Vis. Workshops (ICCVW)},title={Online Regularization by Denoising with Applications to Phase Retrieval},year={2019},address={Seoul, South Korea},pages={3887--3895},doi={10.1109/iccvw.2019.00482},}
@inproceedings{Xing.etal2019,author={Xing, J. and Kamilov, U. S. and Wu, W. and Wang, Y. and Zhang, M.},booktitle={Medical Image Computing and Computer-Assisted Intervention Workshops (MICCAIW)},pages={133--142},title={Plug-and-Play Priors for Reconstruction-based Placental Image Registration},year={2019},address={Shenzhen, China},doi={10.1007/978-3-030-32875-7_15},}
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@inproceedings{Xu.etal2019,author={Xu, X. and Kamilov, U. S.},title={signProx: One-Bit Proximal Algorithm for Nonconvex Stochastic Optimization},booktitle={IEEE Int. Conf. Acoustics, Speech and Signal Process. (ICASSP)},pages={7800--7804},year={2019},address={Brighton, UK},doi={10.1109/icassp.2019.8682059},}
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@article{Liu.etal2018,author={Liu, H.-Y. and Liu, D. and Mansour, H. and Boufounos, P. T. and Waller, L. and Kamilov, U. S.},title={SEAGLE: Sparsity-Driven Image Reconstruction under Multiple Scattering},journal={IEEE Trans. Comput. Imag.},volume={4},no={1},pages={73--86},year={2018},doi={10.1109/tci.2017.2764461},}
@inproceedings{Sun.etal2018a,author={Sun, Y. and Kamilov, U. S.},title={Stability of Scattering Decoder For Nonlinear Diffractive Imaging},booktitle={4th International Traveling Workshop on Interactions between Sparse models and Technology (iTWIST)},pages={31},year={2018},address={Marseille, France},}
@inproceedings{Liu.etal2018a,author={Liu, D. and Mansour, H. and Boufounos, P. T. and Kamilov, U. S.},title={Robust sensor localization based on Euclidean distance matrix},booktitle={IEEE Int. Geosci. Remote Sensing Symp. (IGARSS)},pages={7998--8001},year={2018},address={Valencia, Spain},doi={10.1109/IGARSS.2018.8517324},}
@inproceedings{Ma.etal2018,author={Ma, Y. and Mansour, H. and Liu, D. and Boufounos, P. T. and Kamilov, U. S.},title={Nonconvex optimization for diffractive imaging},booktitle={OSA Mathematics in Imaging (MATH)},pages={MW5D.3},year={2018},address={Orlando, FL},doi={10.1364/MATH.2018.MW5D.3},}
@inproceedings{Tahir.etal2018,author={Tahir, W. and Kamilov, U. S. and Tian, L.},title={Sampling and processing for multiple scattering in inline compressive holography},booktitle={OSA Applications of Lasers for Sensing and Free Space Communications (LS&C)},pages={JTh3B.1},year={2018},address={Orlando, FL},doi={10.1364/3D.2018.JTh3B.1]},}
@inproceedings{Mansour.etal2018a,author={Mansour, H. and Kamilov, U. S. and Liu, D. and Boufounos, P. T.},title={Radar Autofocus using Sparse Blind Deconvolution},booktitle={IEEE Int. Conf. Acoustics, Speech and Signal Process. (ICASSP)},pages={1623--1627},year={2018},address={Calgary, Canada},doi={10.1109/icassp.2018.8462402},}
@inproceedings{Wen.etal2018,author={Wen, B. and Kamilov, U. S. and Liu, D. and Mansour, H. and Boufounos, P. T.},title={DeepCASD: An End-to-End Approach for Multi-spectral Image Super-Resolution},booktitle={IEEE Int. Conf. Acoustics, Speech and Signal Process. (ICASSP)},pages={6503--6507},year={2018},address={Calgary, Canada},doi={10.1109/icassp.2018.8461795},}
@inproceedings{Ma.etal2018a,author={Ma, Y. and Mansour, H. and Liu, D. and Boufounos, P. T. and Kamilov, U. S.},title={Accelerated Image Reconstruction for Nonlinear Diffractive Imaging},booktitle={IEEE Int. Conf. Acoustics, Speech and Signal Process. (ICASSP)},pages={6473--6477},year={2018},address={Calgary, Canada},doi={10.1109/icassp.2018.8462400},}
@article{Kamilov.etal2017,author={Kamilov, U. S. and Mansour, H. and Wohlberg, B.},title={A Plug-and-Play Priors Approach for Solving Nonlinear Imaging Inverse Problems},journal={IEEE Signal Process. Lett.},volume={24},no={12},pages={1872--1876},year={2017},doi={10.1109/lsp.2017.2763583}}
@article{Kamilov.etal2017a,author={Kamilov, U. S. and Boufounos, P. T.},title={Motion-Adaptive Depth Superresolution},journal={IEEE Trans. Image Process.},volume={26},no={4},pages={1723--1731},year={2017},doi={10.1109/tip.2017.2658944}}
@article{Kamilov.etal2017b,author={Kamilov, U. S.},title={A Parallel Proximal Algorithm for Anisotropic Total Variation Minimization},journal={IEEE Trans. Image Process.},volume={26},no={2},pages={539--548},year={2017},doi={10.1109/tip.2016.2629449}}
@article{Rangan.etal2017,author={Rangan, S. and Fletcher, A. K. and Schniter, P. and Kamilov, U. S.},title={Inference for Generalized Linear Models via Alternating Directions and Bethe Free Energy Minimization},journal={IEEE Trans. Inf. Theory.},volume={63},no={1},pages={676--697},year={2017},doi={10.1109/tit.2016.2619373},}
@inproceedings{Degraux.etal2017,author={Degraux, K. and Kamilov, U. S. and Boufounos, P. T. and Liu, D.},title={Online Convolutional Dictionary Learning for Multimodal Imaging},booktitle={IEEE Int. Conf. Image Proc. (ICIP)},year={2017},pages={1617--1621},address={Beijing, China},doi={10.1109/ICIP.2017.8296555},}
@inproceedings{Ma.etal2017,author={Ma, Y. and Liu, D. and Mansour, H. and Kamilov, U. S. and Taguchi, Y. and Boufounos, P. T. and Vetro, A.},title={Fusion of multi-angular aerial Images based on epipolar geometry and matrix completion},booktitle={IEEE Int. Conf. Image Proc. (ICIP)},year={2017},pages={1197--1201},address={Beijing, China},doi={10.1109/ICIP.2017.8296471},}
@inproceedings{Kamilov.etal2017c,author={Kamilov, U. S. and Mansour, H. and Liu, D.},title={Learning Convolutional Proximal Filters},booktitle={7th Workshop on Signal Process. with Adaptive Sparse Structured Representations (SPARS)},year={2017},pages={101},address={Lisbon, Portugal},}
@inproceedings{Mansour.etal2017,author={Mansour, H. and Kamilov, U. S. and Yilmaz, O.},title={A Kaczmarz Method for Low Rank Matrix Recovery},booktitle={7th Workshop on Signal Process. with Adaptive Sparse Structured Representations (SPARS)},year={2017},pages={60},address={Lisbon, Portugal},}
@inproceedings{Liu.etal2017,author={Liu, H.-Y. and Kamilov, U. S. and Liu, D. and Mansour, H. and Boufounos, P. T.},title={Compressive Imaging with Iterative Forward Models},booktitle={IEEE Int. Conf. Acoustics, Speech and Signal Process. (ICASSP)},year={2017},pages={6025--6029},address={New Orleans, LA},doi={10.1109/ICASSP.2017.7953313}}
@inproceedings{Shoreh.etal2017,author={Shoreh, M. H. and Goy, A. and Lim, J. and Kamilov, U. S. and Unser, M. and Psaltis, D.},title={Optical Tomography based on a Nonlinear Model that Handles Multiple Scattering},booktitle={IEEE Int. Conf. Acoustics, Speech and Signal Process. (ICASSP)},year={2017},pages={6220--6224},address={New Orleans, LA},doi={10.1109/ICASSP.2017.7953352}}
@inproceedings{Kamilov.etal2017d,author={Kamilov, U. S. and Mansour, H.},title={Learning Bayesian Optimal FISTA with Error Backpropagation},booktitle={International Biomedical and Astronomical Signal Processing Frontiers Workshop (BASP)},year={2017},pages={66},address={Villars-sur-Ollon, Switzerland},}
@article{Kamilov.etal2016,author={Kamilov, U. S. and Liu, D. and Mansour, H. and Boufounos, P. T.},title={A Recursive Born Approach to Nonlinear Inverse Scattering},journal={IEEE Signal Process. Lett.},volume={23},no={8},pages={1052--1056},year={2016},doi={10.1109/lsp.2016.2579647},}
@article{Kamilov.etal2016a,author={Kamilov, U. S. and Mansour, H.},title={Learning optimal nonlinearities for iterative thresholding algorithms},journal={IEEE Signal Process. Lett.},volume={23},no={5},pages={747--751},year={2016},doi={10.1109/lsp.2016.2548245},}
@article{Kamilov.etal2016b,author={Kamilov, U. S. and Papadopoulos, I. N. and Shoreh, M. H. and Goy, A. and Vonesch, C. and Unser, M. and Psaltis, D.},title={Optical tomographic image reconstruction based on beam propagation and sparse regularization},journal={IEEE Trans. Comput. Imag.},volume={2},no={1},pages={59--70},year={2016},doi={10.1109/tci.2016.2519261}}
@inproceedings{Liu.etal2016,author={Liu, D. and Kamilov, U. S. and Boufounos, P. T.},title={Compressive Tomographic Radar Imaging with Total Variation Regularization},booktitle={IEEE 4th International Workshop on Compressed Sensing Theory and its Applications to Radar, Sonar, and Remote Sensing (CoSeRa)},year={2016},pages={120--123},address={Aachen, Germany},doi={10.1109/cosera.2016.7745712},}
@inproceedings{Liu.etal2016a,author={Liu, D. and Kamilov, U. S. and Boufounos, P. T.},title={Coherent Distributed Array Imaging under Unknown Position Perturbations},booktitle={IEEE 4th International Workshop on Compressed Sensing Theory and its Applications to Radar, Sonar, and Remote Sensing (CoSeRa)},year={2016},pages={105--109},address={Aachen, Germany},doi={10.1109/cosera.2016.7745709},}
@inproceedings{Mansour.etal2016,author={Mansour, H. and Kamilov, U. S. and Liu, D. and Orlik, P. and Boufounos, P. T. and Parsons, K. and Vetro, A.},title={Online Blind Deconvolution for Sequential Through-the-Wall-Radar-Imaging},booktitle={IEEE 4th International Workshop on Compressed Sensing Theory and its Applications to Radar, Sonar, and Remote Sensing (CoSeRa)},year={2016},pages={61--65},address={Aachen, Germany},doi={10.1109/cosera.2016.7745700},}
@inproceedings{Kamilov.etal2016c,author={Kamilov, U. S. and Mansour, H.},title={Learning MMSE Optimal Thresholds for FISTA},booktitle={3rd International Traveling Workshop on Interactions between Sparse models and Technology (iTWIST)},year={2016},pages={42},address={Aalborg, Denmark},}
@inproceedings{Kamilov.etal2016d,author={Kamilov, U. S.},title={Minimizing Isotropic Total Variation without Subiterations},booktitle={3rd International Traveling Workshop on Interactions between Sparse models and Technology (iTWIST)},year={2016},pages={39},address={Aalborg, Denmark},}
@inproceedings{Kamilov.etal2016e,author={Kamilov, U. S. and Boufounos, P. T.},title={Depth Superresolution using Motion Adaptive Regularization},booktitle={IEEE Int. Conf. Multimedia & Expo Workshops (ICMEW)},year={2016},pages={1--6},address={Seattle, WA},doi={10.1109/icmew.2016.7574677},}
@inproceedings{Kamilov.etal2016f,author={Kamilov, U. S.},title={Parallel proximal methods for total variation minimization},booktitle={IEEE Int. Conf. Acoustics, Speech and Signal Process. (ICASSP)},year={2016},pages={4697--4701},address={Shanghai, China},doi={10.1109/icassp.2016.7472568},}
@inproceedings{Castorena.etal2016,author={Castorena, J. and Kamilov, U. S. and Boufounos, P. T.},title={Autocalibration of Lidar and Optical Cameras via Edge Alignment},booktitle={IEEE Int. Conf. Acoustics, Speech and Signal Process. (ICASSP)},year={2016},pages={2862--2866},address={Shanghai, China},doi={10.1109/icassp.2016.7472200},}
@inproceedings{Mansour.etal2016a,author={Mansour, H. and Kamilov, U. S.},title={Multipath Removal by Online Blind Deconvolution in Through-the-Wall-Imaging},booktitle={IEEE Int. Conf. Acoustics, Speech and Signal Process. (ICASSP)},year={2016},pages={3106--3110},address={Shanghai, China},doi={10.1109/icassp.2016.7472249},}
Featured in Nature “News & Views” (vol. 523, pp. 416-416)
@article{Kamilov.etal2015,author={Kamilov, U. S. and Papadopoulos, I. N. and Shoreh, M. H. and Goy, A. and Vonesch, C. and Unser, M. and Psaltis, D.},title={Learning Approach to Optical Tomography},journal={Optica},volume={2},no={6},pages={517--522},year={2015},doi={10.1364/optica.2.000517},}
@article{Kamilov.etal2015a,author={Kamilov, U. S. and Papadopoulos, I. N. and Shoreh, M. H. and Psaltis, D. and Unser, M.},title={Isotropic inverse-problem approach for two-dimensional phase unwrapping},journal={J. Opt. Soc. Am. A},volume={32},no={6},pages={1092--1100},year={2015},doi={10.1364/josaa.32.001092},}
@inproceedings{Handa.etal2015,author={Handa, H. and Mansour, H. and Liu, D. and Kamilov, U. S.},title={Extended Target Localization with Total-Variation Denoising in Through-the-Wall-Imaging},booktitle={IEEE. Int. Workshop on Computational Advances in Multi-Sensor Adaptive Process. (CAMSAP)},year={2015},pages={445--448},address={Cancun, Mexico},doi={10.1109/camsap.2015.7383832},}
@inproceedings{Liu.etal2015,author={Liu, D. and Kamilov, U. S. and Boufounos, P. T.},title={Sparsity-Driven Distributed Array Imaging},booktitle={IEEE Int. Workshop on Computational Advances in Multi-Sensor Adaptive Process. (CAMSAP)},year={2015},pages={441--444},address={Cancun, Mexico},doi={10.1109/camsap.2015.7383831},}
@inproceedings{Rangan.etal2015,author={Rangan, S. and Fletcher, A. K. and Schniter, P. and Kamilov, U. S.},title={Inference for Generalized Linear Models via Alternating Directions and Bethe Free Energy Minimization},booktitle={IEEE Int. Symp. Inform. Theory (ISIT)},year={2015},pages={1640--1644},address={Hong Kong},doi={10.1109/isit.2015.7282734},}
@article{Kamilov.etal2014,author={Kamilov, U. S. and Bostan, E. and Unser, M.},title={Variational Justification of Cycle Spinning for Wavelet-Based Solutions of Inverse Problems},journal={IEEE Signal Process. Lett.},volume={21},no={11},pages={1326--1330},year={2014},doi={10.1109/lsp.2014.2334306}}
@article{Kamilov.etal2014a,author={Kamilov, U. S. and Rangan, S. and Fletcher, A. K. and Unser, M.},title={Approximate Message Passing with Consistent Parameter Estimation and Application to Sparse Learning},journal={IEEE Trans. Inf. Theory},volume={60},no={5},pages={2969--2985},year={2014},doi={10.1109/tit.2014.2309005},}
@article{Kamilov.etal2013,author={Bostan, E. and Kamilov, U. S. and Nilchian, M. and Unser, M.},title={Sparse Stochastic Processes and Discretization of Linear Inverse Problems},journal={IEEE Trans. Image Process.},volume={22},no={7},pages={2699--2710},year={2013},doi={10.1109/tip.2013.2255305},}
@article{Kazerouni.etal2013,author={Kazerouni, A. and Kamilov, U. S. and Bostan, E. and Unser, M.},title={Bayesian Denoising: From MAP to MMSE Using Consistent Cycle Spinning},journal={IEEE Signal Process. Lett.},volume={20},no={3},pages={249--252},year={2013},doi={10.1109/lsp.2013.2242061}}
@article{Amini.etal2013,author={Amini, A. and Kamilov, U. S. and Bostan, E. and Unser, M.},title={Bayesian Estimation for Continuous-Time Sparse Stochastic Processes},journal={IEEE Trans. Signal Process.},volume={61},no={4},pages={907--920},year={2013},doi={10.1109/tsp.2012.2226446}}
@article{Kamilov.etal2013a,author={Kamilov, U. S. and Pad, P. and Amini, A. and Unser, M.},title={MMSE Estimation of Sparse Levy Processes},journal={IEEE Trans. Signal Process.},volume={61},no={1},pages={137--147},year={2013},doi={10.1109/tsp.2012.2222394}}
@inproceedings{Kamilov.etal2013b,author={Kamilov, U. S. and Bourquard, A. and Unser, M.},title={Sparse Image Deconvolution with Message Passing},booktitle={Workshop on Signal Process. with Adaptive Sparse Structured Representations (SPARS)},year={2013},address={Lausanne, Switzerland},}
@inproceedings{Bostan.etal2013,author={Bostan, E. and Kamilov, U. S. and Nilchian, M. and Unser, M.},title={Consistent Discretization of Linear Inverse Problems using Sparse Stochastic Processes},booktitle={Workshop on Signal Process. with Adaptive Sparse Structured Representations (SPARS)},year={2013},address={Lausanne, Switzerland},}
@inproceedings{Bostan.etal2013a,author={Bostan, E. and Fageot, J. and Kamilov, U. S. and Unser, M.},title={MAP Estimators for Self-Similar Sparse Stochastic Models},booktitle={International Conference on Sampling Theory and Applications (SAMPTA)},year={2013},pages={197--199},address={Bremen, Germany},}
@inproceedings{Kamilov.etal2013c,author={Kamilov, U. S. and Bourquard, A. and Bostan, E. and Unser, M.},title={Autocalibrated Signal Reconstruction from Linear Measurements using Adaptive GAMP},booktitle={IEEE. Int. Conf. Acoustics, Speech and Signal Process. (ICASSP)},year={2013},pages={197--199},address={Vancouver, Canada},doi={10.1109/ICASSP.2013.6638801},}
@inproceedings{Tekin.etal2013,author={Tekin, B. and Kamilov, U. S. and Bostan, E. and Unser, M.},title={Benefits of Consistency in Image Denoising with Steerable Wavelets},booktitle={IEEE. Int. Conf. Acoustics, Speech and Signal Process. (ICASSP)},year={2013},pages={1355--1358},address={Vancouver, Canada},doi={10.1109/icassp.2013.6637872},}
@inproceedings{Kamilov.etal2012c,author={Kamilov, U. S. and Rangan, S. and Fletcher, A. K. and Unser, M.},title={Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning},booktitle={Adv. Neural Information Processing Systems (NeurIPS)},year={2012},address={Lake Tahoe, NV},pages={2447--2455},}
IEEE Signal Processing Society Best Paper Award 2017
@article{Kamilov.etal2012,author={Kamilov, U. S. and Goyal, V. K. and Rangan, S.},title={Message-Passing De-Quantization with Applications to Compressed Sensing},journal={IEEE Trans. Signal Process.},volume={60},no={12},pages={6270--6281},year={2012},doi={10.1109/tsp.2012.2217334},}
@article{Kamilov.etal2012a,author={Kamilov, U. S. and Bourquard, A. and Amini, A. and Unser, M.},title={One-Bit Measurements with Adaptive Thresholds},journal={IEEE Signal Process. Lett.},volume={19},no={10},pages={607--610},year={2012},doi={10.1109/lsp.2012.2209640}}
@article{Kamilov.etal2012b,author={Kamilov, U. S. and Bostan, E. and Unser, M.},title={Wavelet Shrinkage with Consistent Cycle Spinning Generalizes Total Variation Denoising},journal={IEEE Signal Process. Lett.},volume={19},no={4},pages={187--190},year={2012},doi={10.1109/lsp.2012.2185929}}
@inproceedings{Amini.etal2012,author={Amini, A. and Kamilov, U. S. and Unser, M.},title={The Analog Formulation of Sparsity Implies Infinite Divisibility and Rules Out Bernoulli-Gaussian Priors},booktitle={IEEE Information Theory Workshop (ITW)},pages={687--691},year={2012},address={Lausanne, Switzerland},doi={10.1109/itw.2012.6404765},}
@inproceedings{Bostan.etal2012,author={Bostan, E. and Kamilov, U. S. and Unser, M.},title={Reconstruction of Biomedical Images and Sparse Stochastic Modeling},booktitle={IEEE Int. Symp. Biomedical Imaging (ISBI)},pages={880--883},year={2012},address={Barcelona, Spain},doi={10.1109/isbi.2012.6235689},}
@inproceedings{Kamilov.etal2012d,author={Kamilov, U. S. and Amini, A. and Unser, M.},title={MMSE Denoising of Sparse Lévy Processes via Message Passing},booktitle={IEEE Int. Conf. Acoustics, Speech and Signal Process. (ICASSP)},pages={3637--3640},year={2012},address={Kyoto, Japan},doi={10.1109/icassp.2012.6288704},}
@inproceedings{Kamilov.etal2012e,author={Kamilov, U. S. and Bostan, E. and Unser, M.},title={Generalized Total Variation Denoising via Augmented Lagrangian Cycle Spinning with Haar Wavelets},booktitle={IEEE Int. Conf. Acoustics, Speech and Signal Process. (ICASSP)},pages={909--912},year={2012},address={Kyoto, Japan},doi={10.1109/icassp.2012.6288032},}
@inproceedings{Amini.etal2012a,author={Amini, A. and Kamilov, U. S. and Unser, M.},title={Bayesian Denoising of Generalized Poisson Processes with Finite Rate of Innovation},booktitle={IEEE Int. Conf. Acoustics, Speech and Signal Process. (ICASSP)},pages={3629--3632},year={2012},address={Kyoto, Japan},doi={10.1109/icassp.2012.6288702},}
@inproceedings{Kamilov.etal2011,author={Kamilov, U. S. and Goyal, V. K. and Rangan, S.},title={Generalized Approximate Message Passing Estimation from Quantized Samples},booktitle={IEEE 4th Int. Workshop on Computational Advances in Multi-Sensor Adaptive Process. (CAMSAP)},pages={401--404},year={2011},address={San Juan, Puerto Rico},doi={10.1109/camsap.2011.6136027},}
@inproceedings{Kamilov.etal2011a,author={Kamilov, U. S. and Goyal, V. K. and Rangan, S.},title={Message-Passing Estimation from Quantized Samples},booktitle={4th Workshop on Signal Process. with Adaptive Sparse Structured Representations (SPARS)},pages={58},year={2011},address={Edinburgh, UK},}
@inproceedings{Kamilov.etal2011b,author={Kamilov, U. S. and Goyal, V. K. and Rangan, S.},title={Optimal Quantization for Compressive Sensing under Message Passing Reconstruction},booktitle={IEEE Int. Symp. Inform. Theory (ISIT)},pages={390--394},year={2011},address={Saint-Petersburg, Russia},doi={10.1109/ISIT.2011.6034168},}