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Michael Unser

Identifiers

  • name variant Michael Unser 0.60 · backfill

Papers (53)

  1. The Gaussian Latent Machine: Efficient Prior and Posterior Sampling for Inverse Problems eess.IV · 2025 · author #4
  2. Native Banach spaces for splines and variational inverse problems math.FA · 2019 · author #1
  3. Support and Approximation Properties of Hermite Splines math.NA · 2019 · author #3
  4. Self-Supervised Deep Active Accelerated MRI cs.CV · 2019 · author #2
  5. Periodic Splines and Gaussian Processes for the Resolution of Linear Inverse Problems math.OC · 2018 · author #3
  6. Direct Reconstruction of Saturated Samples in Band-Limited OFDM Signals eess.SP · 2018 · author #5
  7. Diverse M-Best Solutions by Dynamic Programming cs.CV · 2018 · author #3
  8. A representer theorem for deep neural networks stat.ML · 2018 · author #1
  9. Fast Piecewise-Affine Motion Estimation Without Segmentation cs.CV · 2018 · author #5
  10. Continuous-Domain Solutions of Linear Inverse Problems with Tikhonov vs. Generalized TV Regularization cs.IT · 2018 · author #3
  11. Beyond Wiener's Lemma: Nuclear Convolution Algebras and the Inversion of Digital Filters math.FA · 2017 · author #2
  12. Imaging thick samples with optical tomography physics.optics · 2017 · author #4
  13. Proximity Operators for Phase Retrieval astro-ph.IM · 2017 · author #6
  14. A Review of Convolutional Neural Networks for Inverse Problems in Imaging eess.IV · 2017 · author #3
  15. Angular Accuracy of Steerable Feature Detectors cs.IT · 2017 · author #5
  16. Compactly-Supported Smooth Interpolators for Shape Modeling with Varying Resolution math.FA · 2017 · author #5
  17. CNN-Based Projected Gradient Descent for Consistent Image Reconstruction cs.CV · 2017 · author #5
  18. Efficient Inversion of Multiple-Scattering Model for Optical Diffraction Tomography cs.CE · 2017 · author #3
  19. Assessment of learning tomography using Mie theory physics.optics · 2017 · author #4
  20. Approximation of Non-Decaying Signals From Shift-Invariant Subspaces math.FA · 2017 · author #2
  21. Learning Convex Regularizers for Optimal Bayesian Denoising cs.LG · 2017 · author #3
  22. Gaussian and Sparse Processes Are Limits of Generalized Poisson Processes math.PR · 2017 · author #3
  23. The n-term Approximation of Periodic Generalized L\'evy Processes math.PR · 2017 · author #2
  24. Deep Convolutional Neural Network for Inverse Problems in Imaging cs.CV · 2016 · author #4
  25. Scaling Limits of Solutions of SPDE Driven by L\'evy White Noises math.PR · 2016 · author #2
  26. Back-propagating the light of field stars to probe telescope mirrors aberrations astro-ph.IM · 2016 · author #3
  27. Multidimensional L\'evy White Noises in Weighted Besov Spaces math.PR · 2016 · author #3
  28. Splines are Universal Solutions of Linear Inverse Problems with Generalized-TV regularization math.FA · 2016 · author #1
  29. On The Continuous Steering of the Scale of Tight Wavelet Frames cs.CV · 2015 · author #4
  30. On the Besov Regularity of Periodic L\'evy Noises math.PR · 2015 · author #2
  31. Exact algorithms for $L^1$-TV regularization of real-valued or circle-valued signals math.NA · 2015 · author #3
  32. A Learning Approach to Optical Tomography physics.optics · 2015 · author #6
  33. Ellipse-preserving Hermite interpolation and subdivision math.NA · 2014 · author #3
  34. Joint Image Reconstruction and Segmentation Using the Potts Model math.OC · 2014 · author #4
  35. On the Continuity of Characteristic Functionals and Sparse Stochastic Modeling math.PR · 2014 · author #3
  36. Optimality of Operator-Like Wavelets for Representing Sparse AR(1) Processes cs.IT · 2013 · author #2
  37. Harmonic Singular Integrals and Steerable Wavelets in $L_2(\mathbb{R}^d)$ math.CA · 2013 · author #2
  38. Decay properties of Riesz transforms and steerable wavelets math.CA · 2013 · author #3
  39. Sparse Stochastic Processes and Discretization of Linear Inverse Problems cs.IT · 2012 · author #4
  40. Bayesian Estimation for Continuous-Time Sparse Stochastic Processes cs.LG · 2012 · author #4
  41. Operator-Like Wavelet Bases of $L_2(\mathbb{R}^d)$ math.CA · 2012 · author #2
  42. Hessian Schatten-Norm Regularization for Linear Inverse Problems math.OC · 2012 · author #3
  43. Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning cs.IT · 2012 · author #4
  44. A unified formulation of Gaussian vs. sparse stochastic processes - Part II: Discrete-domain theory cs.IT · 2011 · author #1
  45. A unified formulation of Gaussian vs. sparse stochastic processes - Part I: Continuous-domain theory cs.IT · 2011 · author #1
  46. On the Hilbert transform of wavelets math.FA · 2011 · author #2
  47. Fast O(1) bilateral filtering using trigonometric range kernels cs.CV · 2011 · author #3
  48. Left-Inverses of Fractional Laplacian and Sparse Stochastic Processes cs.IT · 2010 · author #2
  49. Fast space-variant elliptical filtering using box splines cs.CV · 2010 · author #3
  50. Fast adaptive elliptical filtering using box splines cs.IT · 2009 · author #3
  51. Gabor wavelet analysis and the fractional Hilbert transform cs.IT · 2009 · author #2
  52. Construction of Hilbert Transform Pairs of Wavelet Bases and Gabor-like Transforms cs.IT · 2009 · author #2
  53. On the Shiftability of Dual-Tree Complex Wavelet Transforms cs.IT · 2009 · author #2

Mentions

  • 1302.5620 #2 · backfill · confidence 0.70 Michael Unser
  • 1301.2525 #3 · backfill · confidence 0.70 Michael Unser
  • 1210.5839 #4 · backfill · confidence 0.70 Michael Unser
  • 1210.5394 #4 · backfill · confidence 0.70 Michael Unser
  • 1210.1808 #2 · backfill · confidence 0.70 Michael Unser
  • 1209.3318 #3 · backfill · confidence 0.70 Michael Unser
  • 1207.3859 #4 · backfill · confidence 0.70 Michael Unser
  • 1108.6152 #1 · backfill · confidence 0.70 Michael Unser
  • 1108.6150 #1 · backfill · confidence 0.70 Michael Unser
  • 1107.4619 #2 · backfill · confidence 0.70 Michael Unser
  • 1105.4204 #3 · backfill · confidence 0.70 Michael Unser
  • 1009.2651 #2 · backfill · confidence 0.70 Michael Unser
  • 1003.2022 #3 · backfill · confidence 0.70 Michael Unser
  • 0908.3861 #3 · backfill · confidence 0.70 Michael Unser
  • 0908.3855 #2 · backfill · confidence 0.70 Michael Unser
  • 0908.3383 #2 · backfill · confidence 0.70 Michael Unser
  • 0908.3380 #2 · backfill · confidence 0.70 Michael Unser

Frequent Coauthors