Data Augmentation

DeepPaperComposer: A Simple Solution for Training Data Preparation for Parsing Research Papers EMNLP 2020 Deep Subspace Clustering with Data Augmentation NeurIPS 2020 Delexicalized Paraphrase Generation COLING 2020 Development of a Speech Quality Database Under Uncontrolled Conditions Interspeech 2020 Dialog State Tracking with Reinforced Data Augmentation AAAI 2020 Dialogue Distillation: Open-Domain Dialogue Augmentation Using Unpaired Data EMNLP 2020 Dice Loss for Data-imbalanced NLP Tasks ACL 2020 Differentiable Augmentation for Data-Efficient GAN Training NeurIPS 2020 Distribution Augmentation for Generative Modeling ICML 2020 Diversifying Dialogue Generation with Non-Conversational Text ACL 2020 Do Not Have Enough Data? Deep Learning to the Rescue! AAAI 2020 Dynamic Data Selection and Weighting for Iterative Back-Translation EMNLP 2020 Effective Data Augmentation with Multi-Domain Learning GANs AAAI 2020 Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning CVPR 2020 End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems EMNLP 2020 Enhancing Simple Models by Exploiting What They Already Know ICML 2020 Ensemble Self-Training for Low-Resource Languages: Grapheme-to-Phoneme Conversion and Morphological Inflection ACL 2020 Environment Sound Classification Using Multiple Feature Channels and Attention Based Deep Convolutional Neural Network Interspeech 2020 Evaluating the Utility of Model Configurations and Data Augmentation on Clinical Semantic Textual Similarity ACL 2020 Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data Augmentation NeurIPS 2020 Extending ImageNet to Arabic using Arabic WordNet ACL 2020 Fact-based Text Editing ACL 2020 Fast Texture Synthesis via Pseudo Optimizer CVPR 2020 FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization AISTATS 2020 Ferryman at SemEval-2020 Task 12: BERT-Based Model with Advanced Improvement Methods for Multilingual Offensive Language Identification SemEval 2020