Data Augmentation

Data Augmentation with Atomic Templates for Spoken Language Understanding EMNLP 2019 Data Fine-Tuning AAAI 2019 DataWig: Missing Value Imputation for Tables JMLR 2019 DavinciGAN: Unpaired Surgical Instrument Translation for Data Augmentation MIDL 2019 Deep ChArUco: Dark ChArUco Marker Pose Estimation CVPR 2019 Detection of Propaganda Using Logistic Regression EMNLP 2019 Discriminative Sample Generation for Deep Imbalanced Learning IJCAI 2019 Dissecting Person Re-Identification From the Viewpoint of Viewpoint CVPR 2019 Diversifying Reply Suggestions Using a Matching-Conditional Variational Autoencoder NAACL 2019 Does Data Augmentation Lead to Positive Margin? ICML 2019 Dual Monolingual Cross-Entropy Delta Filtering of Noisy Parallel Data ACL 2019 EASSE: Easier Automatic Sentence Simplification Evaluation EMNLP 2019 EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks EMNLP 2019 Efficient Augmentation via Data Subsampling ICLR 2019 Emad at SemEval-2019 Task 6: Offensive Language Identification using Traditional Machine Learning and Deep Learning approaches SemEval 2019 Emergency Department Online Patient-Caregiver Scheduling AAAI 2019 End-to-End Speaker Identification in Noisy and Reverberant Environments Using Raw Waveform Convolutional Neural Networks Interspeech 2019 Ensemble Machine Learning for Estimating Fetal Weight at Varying Gestational Age AAAI 2019 Episodic Training for Domain Generalization ICCV 2019 Erroneous data generation for Grammatical Error Correction ACL 2019 EWGAN: Entropy-Based Wasserstein GAN for Imbalanced Learning AAAI 2019 Explicit Utilization of General Knowledge in Machine Reading Comprehension ACL 2019 Exploiting Monolingual Data at Scale for Neural Machine Translation EMNLP 2019 Exploiting Monolingual Speech Corpora for Code-Mixed Speech Recognition Interspeech 2019 Exploiting Semi-Supervised Training Through a Dropout Regularization in End-to-End Speech Recognition Interspeech 2019