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Optimization

1,664 papers

Papers per year

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150
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Papers

Bilateral Space Video Segmentation CVPR 2016
Pairwise Matching Through Max-Weight Bipartite Belief Propagation CVPR 2016
Staple: Complementary Learners for Real-Time Tracking CVPR 2016
A Direct Least-Squares Solution to the PnP Problem With Unknown Focal Length CVPR 2016
Blind Image Deconvolution by Automatic Gradient Activation CVPR 2016
Parametric Object Motion From Blur CVPR 2016
Fast Algorithms for Linear and Kernel SVM+ CVPR 2016
Gradient-Domain Image Reconstruction Framework With Intensity-Range and Base-Structure Constraints CVPR 2016
Video-Story Composition via Plot Analysis CVPR 2016
Sublabel-Accurate Relaxation of Nonconvex Energies CVPR 2016
Full Flow: Optical Flow Estimation By Global Optimization Over Regular Grids CVPR 2016
Sparseness Meets Deepness: 3D Human Pose Estimation From Monocular Video CVPR 2016
Semantic 3D Reconstruction With Continuous Regularization and Ray Potentials Using a Visibility Consistency Constraint CVPR 2016
Gravitational Approach for Point Set Registration CVPR 2016
Trust No One: Low Rank Matrix Factorization Using Hierarchical RANSAC CVPR 2016
Proximal Riemannian Pursuit for Large-Scale Trace-Norm Minimization CVPR 2016
Train faster, generalize better: Stability of stochastic gradient descent ICML 2016
Gaussian quadrature for matrix inverse forms with applications ICML 2016
Use of Generalised Nonlinearity in Vector Taylor Series Noise Compensation for Robust Speech Recognition INTERSPEECH 2016
Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels JMLR 2016
Online PCA with Optimal Regret JMLR 2016
Towards More Efficient SPSD Matrix Approximation and CUR Matrix Decomposition JMLR 2016
Quartz: Randomized Dual Coordinate Ascent with Arbitrary Sampling NIPS 2015
Asynchronous Parallel Stochastic Gradient for Nonconvex Optimization NIPS 2015
Improved Iteration Complexity Bounds of Cyclic Block Coordinate Descent for Convex Problems NIPS 2015