Data Augmentation

AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty ICLR 2020 A U-Net Based Discriminator for Generative Adversarial Networks CVPR 2020 Auxiliary Task Reweighting for Minimum-data Learning NeurIPS 2020 AxCell: Automatic Extraction of Results from Machine Learning Papers EMNLP 2020 Balancing via Generation for Multi-Class Text Classification Improvement EMNLP 2020 Bandpass Noise Generation and Augmentation for Unified ASR Interspeech 2020 Bayesian Adversarial Human Motion Synthesis CVPR 2020 BEDSR-Net: A Deep Shadow Removal Network From a Single Document Image CVPR 2020 Be More with Less: Hypergraph Attention Networks for Inductive Text Classification EMNLP 2020 Benchmarking Multimodal Regex Synthesis with Complex Structures ACL 2020 Best Practices for Crowd-based Evaluation of German Summarization: Comparing Crowd, Expert and Automatic Evaluation EMNLP 2020 BLCU-NLP at SemEval-2020 Task 5: Data Augmentation for Efficient Counterfactual Detecting SemEval 2020 Boosting Neural Machine Translation with Similar Translations ACL 2020 Boundary thickness and robustness in learning models NeurIPS 2020 Building a Japanese Typo Dataset from Wikipedia’s Revision History ACL 2020 BUT-FIT at SemEval-2020 Task 4: Multilingual Commonsense SemEval 2020 Cascaded Deep Monocular 3D Human Pose Estimation With Evolutionary Training Data CVPR 2020 Characterizing drug mentions in COVID-19 Twitter Chatter EMNLP 2020 Chinese Grammatical Error Correction Based on Hybrid Models with Data Augmentation AACL 2020 Chunk-based Chinese Spelling Check with Global Optimization EMNLP 2020 CN-HIT-MI.T at SemEval-2020 Task 8: Memotion Analysis Based on BERT SemEval 2020 ColloQL: Robust Text-to-SQL Over Search Queries EMNLP 2020 Complementary Systems for Off-Topic Spoken Response Detection ACL 2020 Composing Good Shots by Exploiting Mutual Relations CVPR 2020 Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation ACL 2020