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Continuous Optimization

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Fast Trust Region for Segmentation CVPR 2013
Greedy Sparsity-Constrained Optimization JMLR 2013
Revisiting the PnP Problem: A Fast, General and Optimal Solution ICCV 2013
Total Variation Regularization for Functions with Values in a Manifold ICCV 2013
Monocular Template-Based 3D Reconstruction of Extensible Surfaces with Local Linear Elasticity CVPR 2013
Universal Consistency of Localized Versions of Regularized Kernel Methods JMLR 2013
Truncated Power Method for Sparse Eigenvalue Problems JMLR 2013
Regularization-Free Principal Curve Estimation JMLR 2013
Comment on "Robustness and Regularization of Support Vector Machines" by H. Xu et al. (Journal of Machine Learning Research, vol. 10, pp. 1485-1510, 2009) JMLR 2013
Non-convex P-Norm Projection for Robust Sparsity ICCV 2013
Relative Volume Constraints for Single View 3D Reconstruction CVPR 2013
A Fast Semidefinite Approach to Solving Binary Quadratic Problems CVPR 2013
Optimization with First-Order Surrogate Functions ICML 2013
Supervised Semantic Gradient Extraction Using Linear-Time Optimization CVPR 2013
Blind Deconvolution of Widefield Fluorescence Microscopic Data by Regularization of the Optical Transfer Function (OTF) CVPR 2013
Fast Semidifferential-based Submodular Function Optimization ICML 2013
Robust Canonical Time Warping for the Alignment of Grossly Corrupted Sequences CVPR 2013
Simultaneous Super-Resolution of Depth and Images Using a Single Camera CVPR 2013
Higher Order Matching for Consistent Multiple Target Tracking ICCV 2013
Compressible Motion Fields CVPR 2013
Deformable Graph Matching CVPR 2013
An Iterated L1 Algorithm for Non-smooth Non-convex Optimization in Computer Vision CVPR 2013
A New Model and Simple Algorithms for Multi-label Mumford-Shah Problems CVPR 2013
Learning Structured Low-Rank Representations for Image Classification CVPR 2013
Auxiliary Cuts for General Classes of Higher Order Functionals CVPR 2013