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Classification

15,289 papers

Papers per year

Papers

On Consistent Surrogate Risk Minimization and Property Elicitation COLT 2015
Efficient Learning of Linear Separators under Bounded Noise COLT 2015
Optimally Combining Classifiers Using Unlabeled Data COLT 2015
Learnability of Solutions to Conjunctive Queries: The Full Dichotomy COLT 2015
A PTAS for Agnostically Learning Halfspaces COLT 2015
S2: An Efficient Graph Based Active Learning Algorithm with Application to Nonparametric Classification COLT 2015
Learning and inference in the presence of corrupted inputs COLT 2015
An Almost Optimal PAC Algorithm COLT 2015
Supervised Discrete Hashing CVPR 2015
Leveraging Stereo Matching With Learning-Based Confidence Measures CVPR 2015
Shape Driven Kernel Adaptation in Convolutional Neural Network for Robust Facial Traits Recognition CVPR 2015
From Categories to Subcategories: Large-Scale Image Classification With Partial Class Label Refinement CVPR 2015
Latent Trees for Estimating Intensity of Facial Action Units CVPR 2015
Modeling Local and Global Deformations in Deep Learning: Epitomic Convolution, Multiple Instance Learning, and Sliding Window Detection CVPR 2015
Learning Hypergraph-Regularized Attribute Predictors CVPR 2015
3D Scanning Deformable Objects With a Single RGBD Sensor CVPR 2015
Building a Bird Recognition App and Large Scale Dataset With Citizen Scientists: The Fine Print in Fine-Grained Dataset Collection CVPR 2015
Global Refinement of Random Forest CVPR 2015
A Mixed Bag of Emotions: Model, Predict, and Transfer Emotion Distributions CVPR 2015
Classifier Based Graph Construction for Video Segmentation CVPR 2015
A Novel Locally Linear KNN Model for Visual Recognition CVPR 2015
Classifier Adaptation at Prediction Time CVPR 2015
A Graphical Model Approach for Matching Partial Signatures CVPR 2015
Semi-Supervised Low-Rank Mapping Learning for Multi-Label Classification CVPR 2015
Recognize Complex Events From Static Images by Fusing Deep Channels CVPR 2015