Preprints

1. J. Fageot, M. Unser, "Scaling Limits of Solutions of Linear Stochastic Differential Equations Driven by Lévy White Noises," Journal of Theoretical Probability, in press.
2. R. Joyseeree, H. Müller, A. Depeursinge, "Rotation-Covariant Tissue Analysis for Interstitial Lung Diseases Using Learned Steerable Filters: Performance Evaluation and Relevance for Diagnostic Aid," Computerized Medical Imaging and Graphics, in press.
3. J. Min, K.H. Jin, M. Unser, J.C. Ye, "Grid-Free Localization Algorithm Using Low-Rank Hankel Matrix for Super-Resolution Microscopy," IEEE Transactions on Image Processing, in press.
4. H.Q. Nguyen, M. Unser, "Approximation of Non-Decaying Signals from Shift-Invariant Subspaces," Journal of Fourier Analysis and Applications, in press.
5. M. Rostykus, F. Soulez, M. Unser, C. Moser, "Compact In-Line Lensfree Digital Holographic Microscope," Methods, in press.
6. V. Uhlmann, C. Haubold, F.A. Hamprecht, M. Unser, "DiversePathsJ: Diverse Shortest Paths for Bioimage Analysis," Bioinformatics, in press.
7. M. Unser, "Representer Theorems for the Design of Deep Neural Networks and the Resolution of Continuous-Domain Inverse Problems," Ninth International Conference on Machine Learning in Medical Imaging (MLMI'18), Granada, Kingdom of Spain, September 16, 2018, in press.
8. T.-a. Pham, E. Soubies, J. Lim, A. Goy, F. Soulez, D. Psaltis, M. Unser, "Phaseless Diffraction Tomography with Regularized Beam Propagation," Proceedings of the Fifteenth IEEE International Symposium on Biomedical Imaging (ISBI'18), Washington DC, USA, April 4-7, 2018, in press.

Prepublications

1. S. Aziznejad, J. Fageot, M. Unser, "Wavelet Analysis of the Besov Regularity of Lévy White Noises," arXiv:1801.09245 [math.PR]
2. C.-L. Chen, L. Hermans, M.C. Viswanathan, D. Fortun, M. Unser, A. Cammarato, M.H. Dickinson, P. Ramdya, "Imaging Neural Activity in the Ventral Nerve Cord of Behaving Adult Drosophila," http://doi.org/10.1101/250118
3. J. Fageot, T. Humeau, "Unified View on Lévy White Noises: General Integrability Conditions and Applications to Linear SPDE," arXiv:1708.02500 [math.PR]
4. J. Fageot, V. Uhlmann, M. Unser, "Gaussian and Sparse Processes Are Limits of Generalized Poisson Processes," arXiv:1702.05003 [math.PR].
5. J. Fageot, M. Unser, "Scaling Limits of Solutions of SPDE Driven by Lévy White Noises," arXiv:1610.06711 [math.PR].
6. J. Fageot, M. Unser, J.P. Ward, "Beyond Wiener's Lemma: Nuclear Convolution Algebras and the Inversion of Digital Filters," arXiv:1711.03999 [math.FA]
7. J. Fageot, M. Unser, J.P. Ward, "The n-Term Approximation of Periodic Generalized Lévy Processes," arXiv:1702.03335 [math.PR].
8. D. Fortun, M. Storath, D. Rickert, A. Weinmann, M. Unser, "Fast Piecewise-Affine Motion Estimation Without Segmentation," arXiv:1802.01872 [cs.CV]
9. H.Q. Nguyen, E. Bostan, M. Unser, "Learning Convex Regularizers for Optimal Bayesian Denoising," arXiv:1705.05591 [cs.LG]
10. Z. Püspöki, A. Amini, J. Fageot, J.P. Ward, M. Unser, "Angular Accuracy of Steerable Feature Detectors," arXiv:1710.03631 [cs.IT]
11. D. Sage, T.-A. Pham, H. Babcock, T. Lukes, T. Pengo, J. Chao, R. Velmurugan, A. Herbert, A. Agrawal, S. Colabrese, A. Wheeler, A. Archetti, B. Rieger, R. Ober, G.M. Hagen, J.-B. Sibarita, J. Ries, R. Henriques, M. Unser, S. Holden, "Super-Resolution Fight Club: A Broad Assessment of 2D & 3D Single-Molecule Localization Microscopy Software," http://doi.org/10.1101/362517
12. M. Unser, "A Representer Theorem for Deep Neural Networks," arXiv:1802.09210 [stat.ML]