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Methodology
← Core Methods
Machine Learning
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Core Methods
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Metric Learning
2800 directly classified papers
Papers per year
2001: 1
2002: 1
2003: 7
2004: 7
2005: 6
2006: 14
2007: 11
2008: 10
2009: 25
2010: 21
2011: 28
2012: 35
2013: 80
2014: 54
2015: 101
2016: 85
2017: 135
2018: 154
2019: 303
2020: 257
2021: 306
2022: 290
2023: 317
2024: 242
2025: 216
2026: 94
Papers
Constructing Robust Affinity Graphs for Spectral Clustering
CVPR 2014
Large-Scale Visual Font Recognition
CVPR 2014
Iterative Multilevel MRF Leveraging Context and Voxel Information for Brain Tumour Segmentation in MRI
CVPR 2014
Decorrelating Semantic Visual Attributes by Resisting the Urge to Share
CVPR 2014
One-Shot-Learning Gesture Recognition using HOG-HOF Features
JMLR 2014
Near-optimal sample compression for nearest neighbors
NIPS 2014
Learning Graphs with a Few Hubs
ICML 2014
Learning Fine-grained Image Similarity with Deep Ranking
CVPR 2014
Multilabel Ranking with Inconsistent Rankers
CVPR 2014
Adaptive Object Retrieval with Kernel Reconstructive Hashing
CVPR 2014
Fine-Grained Visual Comparisons with Local Learning
CVPR 2014
Measuring Distance Between Unordered Sets of Different Sizes
CVPR 2014
Learning Scalable Discriminative Dictionary with Sample Relatedness
CVPR 2014
Locally Linear Hashing for Extracting Non-Linear Manifolds
CVPR 2014
Robust Distance Metric Learning via Simultaneous L1-Norm Minimization and Maximization
ICML 2014
Discriminative Sparse Inverse Covariance Matrix: Application in Brain Functional Network Classification
CVPR 2014
Spectral Bandits for Smooth Graph Functions
ICML 2014
Discriminative Metric Learning by Neighborhood Gerrymandering
NIPS 2014
Event Detection using Multi-Level Relevance Labels and Multiple Features
CVPR 2014
Multi-Output Learning for Camera Relocalization
CVPR 2014
Ground Metric Learning
JMLR 2014
Fantope Regularization in Metric Learning
CVPR 2014
Multi-View Super Vector for Action Recognition
CVPR 2014
Fast and Accurate Image Matching with Cascade Hashing for 3D Reconstruction
CVPR 2014
Asymmetric Sparse Kernel Approximations for Large-scale Visual Search
CVPR 2014
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