data augmentation

Learning Invariances in Neural Networks from Training Data NeurIPS 2020 Learning Loss for Test-Time Augmentation NeurIPS 2020 Learning Physical Common Sense as Knowledge Graph Completion via BERT Data Augmentation and Constrained Tucker Factorization EMNLP 2020 Learning Robust Representations via Multi-View Information Bottleneck ICLR 2020 Learn to Augment: Joint Data Augmentation and Network Optimization for Text Recognition CVPR 2020 Leveraging BERT with Mixup for Sentence Classification (Student Abstract) AAAI 2020 Leveraging User Paraphrasing Behavior In Dialog Systems To Automatically Collect Annotations For Long-Tail Utterances COLING 2020 Lexical-Constraint-Aware Neural Machine Translation via Data Augmentation IJCAI 2020 Lightweight End-to-End Speech Recognition from Raw Audio Data Using Sinc-Convolutions Interspeech 2020 Linguist Geeks on WNUT-2020 Task 2: COVID-19 Informative Tweet Identification using Progressive Trained Language Models and Data Augmentation EMNLP 2020 Linguistically-Informed Transformations (LIT): A Method for Automatically Generating Contrast Sets EMNLP 2020 Local Additivity Based Data Augmentation for Semi-supervised NER EMNLP 2020 Logo-2K+: A Large-Scale Logo Dataset for Scalable Logo Classification AAAI 2020 LungRN+NL: An Improved Adventitious Lung Sound Classification Using Non-Local Block ResNet Neural Network with Mixup Data Augmentation Interspeech 2020 M2m: Imbalanced Classification via Major-to-Minor Translation CVPR 2020 MatchboxNet: 1D Time-Channel Separable Convolutional Neural Network Architecture for Speech Commands Recognition Interspeech 2020 Medication Mention Detection in Tweets Using ELECTRA Transformers and Decision Trees COLING 2020 Meta Dropout: Learning to Perturb Latent Features for Generalization ICLR 2020 Meta Ensemble for Japanese-Chinese Neural Machine Translation: Kyoto-U+ECNU Participation to WAT 2020 AACL 2020 Meta-Learning Requires Meta-Augmentation NeurIPS 2020 Meta Variance Transfer: Learning to Augment from the Others ICML 2020 MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification ACL 2020 Mixup-Transformer: Dynamic Data Augmentation for NLP Tasks COLING 2020 More Bang for Your Buck: Natural Perturbation for Robust Question Answering EMNLP 2020 MULE: Multimodal Universal Language Embedding AAAI 2020