data augmentation

Image Block Augmentation for One-Shot Learning AAAI 2019 ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness ICLR 2019 Image Synthesis with a Convolutional Capsule Generative Adversarial Network MIDL 2019 Implicit Semantic Data Augmentation for Deep Networks NeurIPS 2019 Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting NAACL 2019 Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text ACL 2019 Improved Vocal Tract Length Perturbation for a State-of-the-Art End-to-End Speech Recognition System Interspeech 2019 Improving ASR Systems for Children with Autism and Language Impairment Using Domain-Focused DNN Transfer Techniques Interspeech 2019 Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back-Translation EMNLP 2019 Improving Precision of Grammatical Error Correction with a Cheat Sheet ACL 2019 Improving Robustness of Machine Translation with Synthetic Noise NAACL 2019 Improving Semantic Segmentation via Video Propagation and Label Relaxation CVPR 2019 Improving the Robustness of Question Answering Systems to Question Paraphrasing ACL 2019 InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting ICCV 2019 Insufficient Data Can Also Rock! Learning to Converse Using Smaller Data with Augmentation AAAI 2019 Integrating Semantic Knowledge to Tackle Zero-shot Text Classification NAACL 2019 Is artificial data useful for biomedical Natural Language Processing algorithms? ACL 2019 K-margin-based Residual-Convolution-Recurrent Neural Network for Atrial Fibrillation Detection IJCAI 2019 LaSO: Label-Set Operations Networks for Multi-Label Few-Shot Learning CVPR 2019 Learning Data Manipulation for Augmentation and Weighting NeurIPS 2019 Learning From Synthetic Data for Crowd Counting in the Wild CVPR 2019 Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss NeurIPS 2019 Learning to Ask Unanswerable Questions for Machine Reading Comprehension ACL 2019 Learning to Augment with Feature Side-information ACML 2019 Learning to Generate Synthetic Data via Compositing CVPR 2019