Data Augmentation

No Oops, You Won’t Do It Again: Mechanisms for Self-correction in Crowdsourcing ICML 2016 Prediction of Deception and Sincerity from Speech Using Automatic Phone Recognition-Based Features Interspeech 2016 Pre-Translation for Neural Machine Translation COLING 2016 Random Rotation Ensembles JMLR 2016 Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning NeurIPS 2016 RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism NeurIPS 2016 Speed Perturbation and Vowel Duration Modeling for ASR in Hausa and Wolof Languages Interspeech 2016 Stratified Sampling Meets Machine Learning ICML 2016 The Sound of Disgust: How Facial Expression May Influence Speech Production Interspeech 2016 Two-Stage Data Augmentation for Low-Resourced Speech Recognition Interspeech 2016 Wavelet decompositions of Random Forests - smoothness analysis, sparse approximation and applications JMLR 2016 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 Learning Temporal Embeddings for Complex Video Analysis ICCV 2015 Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications NeurIPS 2015 Multi-Objective Convolutional Learning for Face Labeling CVPR 2015 Reflection Removal Using Ghosting Cues CVPR 2015 Taking a Deeper Look at Pedestrians CVPR 2015 A Learning-to-Rank Approach for Image Color Enhancement CVPR 2014 Altitude Training: Strong Bounds for Single-Layer Dropout NeurIPS 2014 Bags of Spacetime Energies for Dynamic Scene Recognition CVPR 2014 Gibbs Max-margin Topic Models with Data Augmentation JMLR 2014 Lacunarity Analysis on Image Patterns for Texture Classification CVPR 2014 Large-Scale Optimization of Hierarchical Features for Saliency Prediction in Natural Images CVPR 2014 Outlier Path: A Homotopy Algorithm for Robust SVM ICML 2014