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inverse problem
inverse problem
240 papers
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image reconstruction
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image restoration
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diffusion model
(3751)
generative model
(2892)
computed tomography
(119)
bayesian inference
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posterior sampling
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unsupervised learning
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partial differential equation
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image denoising
(372)
Papers
Opening the Black Box: Hierarchical Sampling Optimization for Estimating Human Hand Pose
ICCV 2015
Data-Driven Sparsity-Based Restoration of JPEG-Compressed Images in Dual Transform-Pixel Domain
CVPR 2015
Airborne Three-Dimensional Cloud Tomography
ICCV 2015
Time--Data Tradeoffs by Aggressive Smoothing
NIPS 2014
Total-Variation Minimization on Unstructured Volumetric Mesh: Biophysical Applications on Reconstruction of 3D Ischemic Myocardium
CVPR 2014
A Joint Intensity and Depth Co-sparse Analysis Model for Depth Map Super-resolution
ICCV 2013
Solving inverse problem of Markov chain with partial observations
NIPS 2013
The Variational Structure of Disparity and Regularization of 4D Light Fields
CVPR 2013
Inverse Density as an Inverse Problem: the Fredholm Equation Approach
NIPS 2013
On a Link Between Kernel Mean Maps and Fraunhofer Diffraction, with an Application to Super-Resolution Beyond the Diffraction Limit
CVPR 2013
Polytope samplers for inference in ill-posed inverse problems
AISTATS 2011
$L_1$-Penalized Robust Estimation for a Class of Inverse Problems Arising in Multiview Geometry
NIPS 2009
Estimating vector fields using sparse basis field expansions
NIPS 2008
Analysis of Empirical Bayesian Methods for Neuroelectromagnetic Source Localization
NIPS 2006
Learning from Examples as an Inverse Problem
JMLR 2005
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