Data Augmentation

Zipporah: a Fast and Scalable Data Cleaning System for Noisy Web-Crawled Parallel Corpora EMNLP 2017 A Convex Atomic-Norm Approach to Multiple Sequence Alignment and Motif Discovery ICML 2016 Active Learning for Delineation of Curvilinear Structures CVPR 2016 A Framework for Automated Marmoset Vocalization Detection and Classification Interspeech 2016 A Hybrid Approach to Generation of Missing Abstracts in Biomedical Literature COLING 2016 An Iterative Phase Recovery Framework with Phase Mask for Spectral Mapping with an Application to Speech Enhancement Interspeech 2016 Automatic Classification of Lexical Stress in English and Arabic Languages Using Deep Learning Interspeech 2016 BoxCars: 3D Boxes as CNN Input for Improved Fine-Grained Vehicle Recognition CVPR 2016 Clustering High Dimensional Categorical Data via Topographical Features ICML 2016 Convolutional Neural Networks with Data Augmentation for Classifying Speakers’ Native Language Interspeech 2016 Data Augmentation Using Multi-Input Multi-Output Source Separation for Deep Neural Network Based Acoustic Modeling Interspeech 2016 Deep Convolutional Neural Networks and Data Augmentation for Acoustic Event Recognition Interspeech 2016 DisturbLabel: Regularizing CNN on the Loss Layer CVPR 2016 Double or Nothing: Multiplicative Incentive Mechanisms for Crowdsourcing JMLR 2016 Dreaming More Data: Class-dependent Distributions over Diffeomorphisms for Learned Data Augmentation AISTATS 2016 End-To-End Saliency Mapping via Probability Distribution Prediction CVPR 2016 Hierarchical Span-Based Conditional Random Fields for Labeling and Segmenting Events in Wearable Sensor Data Streams ICML 2016 Improving Children’s Speech Recognition Through Out-of-Domain Data Augmentation Interspeech 2016 Improving English Conversational Telephone Speech Recognition Interspeech 2016 JCLAL: A Java Framework for Active Learning JMLR 2016 Labeled Data Generation with Encoder-Decoder LSTM for Semantic Slot Filling Interspeech 2016 Language Model Data Augmentation for Keyword Spotting in Low-Resourced Training Conditions Interspeech 2016 Leveraging Sparsity for Efficient Submodular Data Summarization NeurIPS 2016 Lig-Aikuma: A Mobile App to Collect Parallel Speech for Under-Resourced Language Studies Interspeech 2016 MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild NeurIPS 2016