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Methodology
← Core Methods
Machine Learning
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Core Methods
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Classification
15289 directly classified papers
Papers per year
2000: 2
2001: 14
2002: 21
2003: 28
2004: 28
2005: 26
2006: 94
2007: 93
2008: 90
2009: 93
2010: 134
2011: 112
2012: 160
2013: 290
2014: 239
2015: 258
2016: 456
2017: 682
2018: 1145
2019: 1500
2020: 1638
2021: 1667
2022: 1636
2023: 1685
2024: 1600
2025: 1313
2026: 285
Papers
Ontological Supervision for Fine Grained Classification of Street View Storefronts
CVPR 2015
Deep LAC: Deep Localization, Alignment and Classification for Fine-Grained Recognition
CVPR 2015
Multi-Feature Max-Margin Hierarchical Bayesian Model for Action Recognition
CVPR 2015
A Graphical Model Approach for Matching Partial Signatures
CVPR 2015
Social Saliency Prediction
CVPR 2015
Sparse Representation Classification With Manifold Constraints Transfer
CVPR 2015
A Large-Scale Car Dataset for Fine-Grained Categorization and Verification
CVPR 2015
Human Action Segmentation With Hierarchical Supervoxel Consistency
CVPR 2015
A PTAS for Agnostically Learning Halfspaces
COLT 2015
Latent Trees for Estimating Intensity of Facial Action Units
CVPR 2015
Shape Driven Kernel Adaptation in Convolutional Neural Network for Robust Facial Traits Recognition
CVPR 2015
Supervised Discrete Hashing
CVPR 2015
On Consistent Surrogate Risk Minimization and Property Elicitation
COLT 2015
Optimally Combining Classifiers Using Unlabeled Data
COLT 2015
Efficient Learning of Linear Separators under Bounded Noise
COLT 2015
A Mixed Bag of Emotions: Model, Predict, and Transfer Emotion Distributions
CVPR 2015
Learning Graph Structure for Multi-Label Image Classification via Clique Generation
CVPR 2015
Multiple Instance Learning for Soft Bags via Top Instances
CVPR 2015
Fast Classification Rates for High-dimensional Gaussian Generative Models
NIPS 2015
Building a Bird Recognition App and Large Scale Dataset With Citizen Scientists: The Fine Print in Fine-Grained Dataset Collection
CVPR 2015
Classifier Based Graph Construction for Video Segmentation
CVPR 2015
Understanding Classifier Errors by Examining Influential Neighbors
CVPR 2015
Salient Object Subitizing
CVPR 2015
Semi-Supervised Low-Rank Mapping Learning for Multi-Label Classification
CVPR 2015
Efficient Learning by Directed Acyclic Graph For Resource Constrained Prediction
NIPS 2015
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