Data Augmentation

Simulating Reading Mistakes for Child Speech Transformer-Based Phone Recognition Interspeech 2021 Sister Help: Data Augmentation for Frame-Semantic Role Labeling EMNLP 2021 Sketch Generation with Drawing Process Guided by Vector Flow and Grayscale AAAI 2021 Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation EMNLP 2021 SMURF: SeMantic and linguistic UndeRstanding Fusion for Caption Evaluation via Typicality Analysis ACL 2021 SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data AAAI 2021 SpecAugment++: A Hidden Space Data Augmentation Method for Acoustic Scene Classification Interspeech 2021 SpecMix : A Mixed Sample Data Augmentation Method for Training with Time-Frequency Domain Features Interspeech 2021 Split then Refine: Stacked Attention-guided ResUNets for Blind Single Image Visible Watermark Removal AAAI 2021 SRPOL DIALOGUE SYSTEMS at SemEval-2021 Task 5: Automatic Generation of Training Data for Toxic Spans Detection SemEval 2021 Stabilizing Deep Q-Learning with ConvNets and Vision Transformers under Data Augmentation NeurIPS 2021 Stereopagnosia: Fooling Stereo Networks with Adversarial Perturbations AAAI 2021 Study of Manifestation of Civil Unrest on Twitter EMNLP 2021 StyleMix: Separating Content and Style for Enhanced Data Augmentation CVPR 2021 STYLER: Style Factor Modeling with Rapidity and Robustness via Speech Decomposition for Expressive and Controllable Neural Text to Speech Interspeech 2021 Subject Guided Eye Image Synthesis With Application to Gaze Redirection WACV 2021 Subjective Evaluation of Noise Suppression Algorithms in Crowdsourcing Interspeech 2021 Summarize-then-Answer: Generating Concise Explanations for Multi-hop Reading Comprehension EMNLP 2021 SuperMix: Supervising the Mixing Data Augmentation CVPR 2021 SynthASR: Unlocking Synthetic Data for Speech Recognition Interspeech 2021 Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering EMNLP 2021 Synthetic Data Generation for Grammatical Error Correction with Tagged Corruption Models EACL 2021 Tag, Copy or Predict: A Unified Weakly-Supervised Learning Framework for Visual Information Extraction using Sequences IJCAI 2021 Tailoring automated data augmentation to H&E-stained histopathology MIDL 2021 Target-Aware Data Augmentation for Stance Detection NAACL 2021