Data Augmentation

Quality-Agnostic Image Recognition via Invertible Decoder CVPR 2021 Quantifying Appropriateness of Summarization Data for Curriculum Learning EACL 2021 Query Generation for Multimodal Documents EACL 2021 Rainbow Memory: Continual Learning With a Memory of Diverse Samples CVPR 2021 Rank-One Prior: Toward Real-Time Scene Recovery CVPR 2021 RarePlanes: Synthetic Data Takes Flight WACV 2021 Reading StackOverflow Encourages Cheating: Adding Question Text Improves Extractive Code Generation ACL 2021 Recognising Covid-19 from Coughing Using Ensembles of SVMs and LSTMs with Handcrafted and Deep Audio Features Interspeech 2021 Reducing the Annotation Effort for Video Object Segmentation Datasets WACV 2021 Re-embedding Difficult Samples via Mutual Information Constrained Semantically Oversampling for Imbalanced Text Classification EMNLP 2021 Regularization Strategy for Point Cloud via Rigidly Mixed Sample CVPR 2021 Regularizing Generative Adversarial Networks Under Limited Data CVPR 2021 Regularizing Word Segmentation by Creating Misspellings Interspeech 2021 Reinforced Counterfactual Data Augmentation for Dual Sentiment Classification EMNLP 2021 Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards ACL 2021 Re-Labeling ImageNet: From Single to Multi-Labels, From Global to Localized Labels CVPR 2021 Relational Data Selection for Data Augmentation of Speaker-Dependent Multi-Band MelGAN Vocoder Interspeech 2021 ReMix: Towards Image-to-Image Translation With Limited Data CVPR 2021 Removing Undesirable Feature Contributions Using Out-of-Distribution Data ICLR 2021 Repopulating Street Scenes CVPR 2021 Rethinking Data Augmentation for Low-Resource Neural Machine Translation: A Multi-Task Learning Approach EMNLP 2021 [RETRACTED] DMix: Distance Constrained Interpolative Mixup EMNLP 2021 [RETRACTED] Sequence Mixup for Zero-Shot Cross-Lingual Part-Of-Speech Tagging EMNLP 2021 Revisiting Superpixels for Active Learning in Semantic Segmentation With Realistic Annotation Costs CVPR 2021 Robust 2D/3D Vehicle Parsing in Arbitrary Camera Views for CVIS ICCV 2021