Data Augmentation

MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition CVPR 2021 Metropolis-Hastings Data Augmentation for Graph Neural Networks NeurIPS 2021 MIPT-NSU-UTMN at SemEval-2021 Task 5: Ensembling Learning with Pre-trained Language Models for Toxic Spans Detection SemEval 2021 Mitigating Data Scarceness through Data Synthesis, Augmentation and Curriculum for Abstractive Summarization EMNLP 2021 MixACM: Mixup-Based Robustness Transfer via Distillation of Activated Channel Maps NeurIPS 2021 mixSeq: A Simple Data Augmentation Methodfor Neural Machine Translation ACL 2021 MODALS: Modality-agnostic Automated Data Augmentation in the Latent Space ICLR 2021 Modeling the Effect of Military Oxygen Masks on Speech Characteristics Interspeech 2021 More Photos Are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image Retrieval CVPR 2021 MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER ACL 2021 Multi-Attentional Deepfake Detection CVPR 2021 Multilingual Speech Translation with Unified Transformer: Huawei Noah’s Ark Lab at IWSLT 2021 ACL 2021 Multi-Sentence Resampling: A Simple Approach to Alleviate Dataset Length Bias and Beam-Search Degradation EMNLP 2021 Multi-view Feature Augmentation with Adaptive Class Activation Mapping IJCAI 2021 Multi-view Subword Regularization NAACL 2021 NaturalConv: A Chinese Dialogue Dataset Towards Multi-turn Topic-driven Conversation AAAI 2021 Neural Camera Simulators CVPR 2021 Neural Data-to-Text Generation with LM-based Text Augmentation EACL 2021 Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation ACL 2021 Neural Synthesis of Binaural Speech From Mono Audio ICLR 2021 NLPIITR at SemEval-2021 Task 6: RoBERTa Model with Data Augmentation for Persuasion Techniques Detection SemEval 2021 Noisy Student-Teacher Training for Robust Keyword Spotting Interspeech 2021 Non-contact Pain Recognition from Video Sequences with Remote Physiological Measurements Prediction IJCAI 2021 Omnidata: A Scalable Pipeline for Making Multi-Task Mid-Level Vision Datasets From 3D Scans ICCV 2021 On Data-Augmentation and Consistency-Based Semi-Supervised Learning ICLR 2021