variational method

Robust Energy Minimization for BRDF-Invariant Shape From Light Fields CVPR 2017 How to calculate partition functions using convex programming hierarchies: provable bounds for variational methods COLT 2016 Unbiased Photometric Stereo for Colored Surfaces: A Variational Approach CVPR 2016 Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo CVPR 2015 EpicFlow: Edge-Preserving Interpolation of Correspondences for Optical Flow CVPR 2015 A Convex Relaxation of the Ambrosio--Tortorelli Elliptic Functionals for the Mumford-Shah Functional CVPR 2014 Projecting Markov Random Field Parameters for Fast Mixing NeurIPS 2014 Second-Order Shape Optimization for Geometric Inverse Problems in Vision CVPR 2014 Semi-supervised Learning with Deep Generative Models NeurIPS 2014 Total-Variation Minimization on Unstructured Volumetric Mesh: Biophysical Applications on Reconstruction of 3D Ischemic Myocardium CVPR 2014 A Practical Algorithm for Topic Modeling with Provable Guarantees ICML 2013 Auxiliary Cuts for General Classes of Higher Order Functionals CVPR 2013 DeepFlow: Large Displacement Optical Flow with Deep Matching ICCV 2013 Deep Learning Shape Priors for Object Segmentation CVPR 2013 Globally Consistent Multi-label Assignment on the Ray Space of 4D Light Fields CVPR 2013 Multi-view Normal Field Integration for 3D Reconstruction of Mirroring Objects ICCV 2013 PM-Huber: PatchMatch with Huber Regularization for Stereo Matching ICCV 2013 Relative Volume Constraints for Single View 3D Reconstruction CVPR 2013 Bayesian Warped Gaussian Processes NeurIPS 2012 Classification Using Geometric Level Sets JMLR 2010 Collapsed Variational Inference for HDP NeurIPS 2007 Loop Series and Bethe Variational Bounds in Attractive Graphical Models NeurIPS 2007