Data Augmentation

Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation EMNLP 2020 VFlow: More Expressive Generative Flows with Variational Data Augmentation ICML 2020 Visual Chirality CVPR 2020 Visual Imitation Made Easy CoRL 2020 Voice Conversion Based Data Augmentation to Improve Children’s Speech Recognition in Limited Data Scenario Interspeech 2020 Whisper Augmented End-to-End/Hybrid Speech Recognition System — CycleGAN Approach Interspeech 2020 Why Not to Use Zero Imputation? Correcting Sparsity Bias in Training Neural Networks ICLR 2020 WMD at SemEval-2020 Tasks 7 and 11: Assessing Humor and Propaganda Using Unsupervised Data Augmentation SemEval 2020 Writing Strategies for Science Communication: Data and Computational Analysis EMNLP 2020 XSYSIGMA at SemEval-2020 Task 7: Method for Predicting Headlines’ Humor Based on Auxiliary Sentences with EI-BERT SemEval 2020 YerevaNN’s Systems for WMT20 Biomedical Translation Task: The Effect of Fixing Misaligned Sentence Pairs EMNLP 2020 Abstract Text Summarization: A Low Resource Challenge EMNLP 2019 A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification EMNLP 2019 Acoustic Model Ensembling Using Effective Data Augmentation for CHiME-5 Challenge Interspeech 2019 Acoustic Scene Classification with Mismatched Devices Using CliqueNets and Mixup Data Augmentation Interspeech 2019 Acquiring Annotated Data with Cross-lingual Explicitation for Implicit Discourse Relation Classification NAACL 2019 A Dataset of Multi-Illumination Images in the Wild ICCV 2019 AdaTransform: Adaptive Data Transformation ICCV 2019 Addressing Model Vulnerability to Distributional Shifts Over Image Transformation Sets ICCV 2019 A Deep Generative Model for Code Switched Text IJCAI 2019 Advances in Automatic Speech Recognition for Child Speech Using Factored Time Delay Neural Network Interspeech 2019 Advancing Sequence-to-Sequence Based Speech Recognition Interspeech 2019 Adversarially Trained End-to-End Korean Singing Voice Synthesis System Interspeech 2019 A Feasibility Test on Preventing PRMDs Based on Deep Learning AAAI 2019 A Fourier Perspective on Model Robustness in Computer Vision NeurIPS 2019