Data Augmentation

Normalizing Non-canonical Turkish Texts Using Machine Translation Approaches ACL 2019 NRC Parallel Corpus Filtering System for WMT 2019 ACL 2019 Objects365: A Large-Scale, High-Quality Dataset for Object Detection ICCV 2019 Online Hyper-Parameter Learning for Auto-Augmentation Strategy ICCV 2019 On Mixup Training: Improved Calibration and Predictive Uncertainty for Deep Neural Networks NeurIPS 2019 Personalized Multimedia Item and Key Frame Recommendation IJCAI 2019 Physics-Based Rendering for Improving Robustness to Rain ICCV 2019 Population Based Augmentation: Efficient Learning of Augmentation Policy Schedules ICML 2019 Progressive Augmentation of GANs NeurIPS 2019 PROMT Systems for WMT 2019 Shared Translation Task ACL 2019 Quality and Coverage: The AFRL Submission to the WMT19 Parallel Corpus Filtering for Low-Resource Conditions Task ACL 2019 Query selection methods for automated corpora construction with a use case in food-drug interactions ACL 2019 Rare Sound Event Detection Using Deep Learning and Data Augmentation Interspeech 2019 Redcoat: A Collaborative Annotation Tool for Hierarchical Entity Typing EMNLP 2019 Reinforcement Learning based Curriculum Optimization for Neural Machine Translation NAACL 2019 Robust DOA Estimation Based on Convolutional Neural Network and Time-Frequency Masking Interspeech 2019 Robust Multi-Object Detection Based on Data Augmentation with Realistic Image Synthesis for Point-of-Sale Automation AAAI 2019 Robustness to Capitalization Errors in Named Entity Recognition EMNLP 2019 Self-Ensembling With GAN-Based Data Augmentation for Domain Adaptation in Semantic Segmentation ICCV 2019 SINAI-DL at SemEval-2019 Task 5: Recurrent networks and data augmentation by paraphrasing SemEval 2019 Soft Contextual Data Augmentation for Neural Machine Translation ACL 2019 Spatial, Temporal and Spectral Multiresolution Analysis for the INTERSPEECH 2019 ComParE Challenge Interspeech 2019 SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation MIDL 2019 SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition Interspeech 2019 Speech Augmentation via Speaker-Specific Noise in Unseen Environment Interspeech 2019