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Methodology
← Optimization & Theory
Machine Learning
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Optimization & Theory
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Optimization
14207 directly classified papers
Papers per year
2001: 10
2002: 9
2003: 16
2004: 6
2005: 16
2006: 58
2007: 67
2008: 72
2009: 84
2010: 106
2011: 132
2012: 164
2013: 333
2014: 295
2015: 310
2016: 380
2017: 509
2018: 669
2019: 1072
2020: 1217
2021: 1489
2022: 1470
2023: 1746
2024: 1819
2025: 1567
2026: 591
Papers
Hash-SVM: Scalable Kernel Machines for Large-Scale Visual Classification
CVPR 2014
Product Sparse Coding
CVPR 2014
Shrinkage Fields for Effective Image Restoration
CVPR 2014
Deblurring Text Images via L0-Regularized Intensity and Gradient Prior
CVPR 2014
Latent Dictionary Learning for Sparse Representation based Classification
CVPR 2014
Fast Rotation Search with Stereographic Projections for 3D Registration
CVPR 2014
Fantope Regularization in Metric Learning
CVPR 2014
Transitive Distance Clustering with K-Means Duality
CVPR 2014
Edge-aware Gradient Domain Optimization Framework for Image Filtering by Local Propagation
CVPR 2014
Calibrating Photometric Stereo by Holistic Reflectance Symmetry Analysis
CVPR 2013
Bounded Labeling Function for Global Segmentation of Multi-part Objects with Geometric Constraints
ICCV 2013
Efficient Large-Scale Structured Learning
CVPR 2013
Fast Convolutional Sparse Coding
CVPR 2013
Robust Estimation of Nonrigid Transformation for Point Set Registration
CVPR 2013
Monocular Template-Based 3D Reconstruction of Extensible Surfaces with Local Linear Elasticity
CVPR 2013
Supervised Descent Method and Its Applications to Face Alignment
CVPR 2013
Image Guided Depth Upsampling Using Anisotropic Total Generalized Variation
ICCV 2013
Relative Volume Constraints for Single View 3D Reconstruction
CVPR 2013
An Enhanced Structure-from-Motion Paradigm Based on the Absolute Dual Quadric and Images of Circular Points
ICCV 2013
Large Displacement Optical Flow from Nearest Neighbor Fields
CVPR 2013
Fast Energy Minimization Using Learned State Filters
CVPR 2013
Texture Enhanced Image Denoising via Gradient Histogram Preservation
CVPR 2013
Linear Sequence Discriminant Analysis: A Model-Based Dimensionality Reduction Method for Vector Sequences
ICCV 2013
A Divide-and-Conquer Method for Scalable Low-Rank Latent Matrix Pursuit
CVPR 2013
An Iterated L1 Algorithm for Non-smooth Non-convex Optimization in Computer Vision
CVPR 2013
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