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Optimization

1638 directly classified papers

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Papers

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
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
Gaussian quadrature for matrix inverse forms with applications ICML 2016
Parametric Object Motion From Blur CVPR 2016
Primary Object Segmentation in Videos via Alternate Convex Optimization of Foreground and Background Distributions 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
Use of Generalised Nonlinearity in Vector Taylor Series Noise Compensation for Robust Speech Recognition INTERSPEECH 2016
Scalable Adaptive Stochastic Optimization Using Random Projections NIPS 2016
Provable Efficient Online Matrix Completion via Non-convex Stochastic Gradient Descent NIPS 2016
D-GloVe: A Feasible Least Squares Model for Estimating Word Embedding Densities COLING 2016
Tight Complexity Bounds for Optimizing Composite Objectives NIPS 2016
Bilateral Space Video Segmentation CVPR 2016
A Stochastic PCA and SVD Algorithm with an Exponential Convergence Rate ICML 2015
On Variance Reduction in Stochastic Gradient Descent and its Asynchronous Variants NIPS 2015
Deep learning with Elastic Averaging SGD NIPS 2015
Frequency-Based Environment Matting by Compressive Sensing ICCV 2015