Data Augmentation

Instance Selection for GANs NeurIPS 2020 Learning Augmentation Network via Influence Functions CVPR 2020 Learning The Difference That Makes A Difference With Counterfactually-Augmented Data 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 Linguist Geeks on WNUT-2020 Task 2: COVID-19 Informative Tweet Identification using Progressive Trained Language Models and Data Augmentation EMNLP 2020 Logo-2K+: A Large-Scale Logo Dataset for Scalable Logo Classification AAAI 2020 Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness NeurIPS 2020 MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification ACL 2020 NEU at WNUT-2020 Task 2: Data Augmentation To Tell BERT That Death Is Not Necessarily Informative EMNLP 2020 Noising Scheme for Data Augmentation in Automatic Post-Editing EMNLP 2020 Nonlinear Mixup: Out-Of-Manifold Data Augmentation for Text Classification AAAI 2020 OPPO’s Machine Translation System for the IWSLT 2020 Open Domain Translation Task ACL 2020 Parallel Data Augmentation for Formality Style Transfer ACL 2020 Partial Label Learning with Batch Label Correction AAAI 2020 Pathological Retinal Region Segmentation From OCT Images Using Geometric Relation Based Augmentation CVPR 2020 PATQUEST: Papago Translation Quality Estimation EMNLP 2020 PedHunter: Occlusion Robust Pedestrian Detector in Crowded Scenes AAAI 2020 PHICON: Improving Generalization of Clinical Text De-identification Models via Data Augmentation EMNLP 2020 Planning and Generating Natural and Diverse Disfluent Texts as Augmentation for Disfluency Detection EMNLP 2020 PointAugment: An Auto-Augmentation Framework for Point Cloud Classification CVPR 2020 Random Erasing Data Augmentation AAAI 2020 Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy CVPR 2020 Sequence-Level Mixed Sample Data Augmentation EMNLP 2020 Simple Data Augmentation with the Mask Token Improves Domain Adaptation for Dialog Act Tagging EMNLP 2020