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Data Augmentation

3,720 papers

Papers per year

7
339
562
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Papers

Deep Convolutional Neural Networks and Data Augmentation for Acoustic Event Recognition INTERSPEECH 2016
Speed Perturbation and Vowel Duration Modeling for ASR in Hausa and Wolof Languages INTERSPEECH 2016
An Iterative Phase Recovery Framework with Phase Mask for Spectral Mapping with an Application to Speech Enhancement INTERSPEECH 2016
Data Augmentation Using Multi-Input Multi-Output Source Separation for Deep Neural Network Based Acoustic Modeling INTERSPEECH 2016
Random Rotation Ensembles JMLR 2016
JCLAL: A Java Framework for Active Learning JMLR 2016
Double or Nothing: Multiplicative Incentive Mechanisms for Crowdsourcing JMLR 2016
Wavelet decompositions of Random Forests - smoothness analysis, sparse approximation and applications JMLR 2016
Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications NIPS 2015
Reflection Removal Using Ghosting Cues CVPR 2015
Multi-Objective Convolutional Learning for Face Labeling CVPR 2015
Taking a Deeper Look at Pedestrians CVPR 2015
Learning Temporal Embeddings for Complex Video Analysis ICCV 2015
CEKA: A Tool for Mining the Wisdom of Crowds JMLR 2015
Combination of Feature Engineering and Ranking Models for Paper-Author Identification in KDD Cup 2013 JMLR 2015
Altitude Training: Strong Bounds for Single-Layer Dropout NIPS 2014
Lacunarity Analysis on Image Patterns for Texture Classification CVPR 2014
Bags of Spacetime Energies for Dynamic Scene Recognition CVPR 2014
Large-Scale Optimization of Hierarchical Features for Saliency Prediction in Natural Images CVPR 2014
A Learning-to-Rank Approach for Image Color Enhancement CVPR 2014
Transformation Pursuit for Image Classification CVPR 2014
Outlier Path: A Homotopy Algorithm for Robust SVM ICML 2014
Gibbs Max-margin Topic Models with Data Augmentation JMLR 2014
Distributed $k$-means and $k$-median Clustering on General Topologies NIPS 2013
Adaptive Crowdsourcing Algorithms for the Bandit Survey Problem COLT 2013