Continuous Optimization

Scene Labeling Using Beam Search Under Mutex Constraints CVPR 2014 SeamSeg: Video Object Segmentation using Patch Seams CVPR 2014 Second-Order Shape Optimization for Geometric Inverse Problems in Vision CVPR 2014 Segmentation-Free Dynamic Scene Deblurring CVPR 2014 Separable Kernel for Image Deblurring CVPR 2014 Sequential Convex Relaxation for Mutual Information-Based Unsupervised Figure-Ground Segmentation CVPR 2014 Simple MAP Inference via Low-Rank Relaxations NeurIPS 2014 Sparse Reinforcement Learning via Convex Optimization ICML 2014 Spectral Regularization for Max-Margin Sequence Tagging ICML 2014 Spherical Hamiltonian Monte Carlo for Constrained Target Distributions ICML 2014 Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery ICML 2014 Stable Template-Based Isometric 3D Reconstruction in All Imaging Conditions by Linear Least-Squares CVPR 2014 Stiction Compensation in Agonist-Antagonist Variable Stiffness Actuators RSS 2014 Structured Low-Rank Matrix Factorization: Optimality, Algorithm, and Applications to Image Processing ICML 2014 The FASTCLIME Package for Linear Programming and Large-Scale Precision Matrix Estimation in R JMLR 2014 Tight Continuous Relaxation of the Balanced k-Cut Problem NeurIPS 2014 Tighten after Relax: Minimax-Optimal Sparse PCA in Polynomial Time NeurIPS 2014 Time--Data Tradeoffs by Aggressive Smoothing NeurIPS 2014 T-Linkage: A Continuous Relaxation of J-Linkage for Multi-Model Fitting CVPR 2014 Total Variation Blind Deconvolution: The Devil is in the Details CVPR 2014 Total-Variation Minimization on Unstructured Volumetric Mesh: Biophysical Applications on Reconstruction of 3D Ischemic Myocardium CVPR 2014 Towards an optimal stochastic alternating direction method of multipliers ICML 2014 Tracking on the Product Manifold of Shape and Orientation for Tractography from Diffusion MRI CVPR 2014 Two-Layer Feature Reduction for Sparse-Group Lasso via Decomposition of Convex Sets NeurIPS 2014 Universal Matrix Completion ICML 2014