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Data Augmentation

3622 directly classified papers

Papers per year

Papers

A Framework for Automated Marmoset Vocalization Detection and Classification INTERSPEECH 2016
Deep Convolutional Neural Networks and Data Augmentation for Acoustic Event Recognition INTERSPEECH 2016
Improving Children’s Speech Recognition Through Out-of-Domain Data Augmentation INTERSPEECH 2016
Two-Stage Data Augmentation for Low-Resourced Speech Recognition INTERSPEECH 2016
Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning NIPS 2016
Speed Perturbation and Vowel Duration Modeling for ASR in Hausa and Wolof Languages INTERSPEECH 2016
Leveraging Sparsity for Efficient Submodular Data Summarization NIPS 2016
RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism NIPS 2016
Language Model Data Augmentation for Keyword Spotting in Low-Resourced Training Conditions INTERSPEECH 2016
Labeled Data Generation with Encoder-Decoder LSTM for Semantic Slot Filling INTERSPEECH 2016
The Sound of Disgust: How Facial Expression May Influence Speech Production INTERSPEECH 2016
Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications NIPS 2015
Learning Temporal Embeddings for Complex Video Analysis ICCV 2015
Taking a Deeper Look at Pedestrians CVPR 2015
Reflection Removal Using Ghosting Cues CVPR 2015
Combination of Feature Engineering and Ranking Models for Paper-Author Identification in KDD Cup 2013 JMLR 2015
Multi-Objective Convolutional Learning for Face Labeling CVPR 2015
CEKA: A Tool for Mining the Wisdom of Crowds JMLR 2015
Lacunarity Analysis on Image Patterns for Texture Classification CVPR 2014
Outlier Path: A Homotopy Algorithm for Robust SVM ICML 2014
Bags of Spacetime Energies for Dynamic Scene Recognition CVPR 2014
A Learning-to-Rank Approach for Image Color Enhancement CVPR 2014
Gibbs Max-margin Topic Models with Data Augmentation JMLR 2014
Transformation Pursuit for Image Classification CVPR 2014
Large-Scale Optimization of Hierarchical Features for Saliency Prediction in Natural Images CVPR 2014