data augmentation

SaliencyMix: A Saliency Guided Data Augmentation Strategy for Better Regularization ICLR 2021 Sarcasm and Sentiment Detection In Arabic Tweets Using BERT-based Models and Data Augmentation EACL 2021 Scale-Aware Automatic Augmentation for Object Detection CVPR 2021 Selecting Data Augmentation for Simulating Interventions ICML 2021 SelfAugment: Automatic Augmentation Policies for Self-Supervised Learning CVPR 2021 Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case EMNLP 2021 Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style NeurIPS 2021 Self-Teaching Machines to Read and Comprehend with Large-Scale Multi-Subject Question-Answering Data EMNLP 2021 Self-training Improves Pre-training for Natural Language Understanding NAACL 2021 Semantic Aware Data Augmentation for Cell Nuclei Microscopical Images With Artificial Neural Networks ICCV 2021 Semantic Data Augmentation for End-to-End Mandarin Speech Recognition Interspeech 2021 Semantic Palette: Guiding Scene Generation With Class Proportions CVPR 2021 Semantic Perturbations With Normalizing Flows for Improved Generalization ICCV 2021 Semantics-Preserved Data Augmentation for Aspect-Based Sentiment Analysis EMNLP 2021 Semi-supervised Interactive Intent Labeling NAACL 2021 Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning NeurIPS 2021 Semi-Supervision in ASR: Sequential MixMatch and Factorized TTS-Based Augmentation Interspeech 2021 Sentence Concatenation Approach to Data Augmentation for Neural Machine Translation NAACL 2021 Shape-Texture Debiased Neural Network Training ICLR 2021 Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization EMNLP 2021 Simple Copy-Paste Is a Strong Data Augmentation Method for Instance Segmentation CVPR 2021 Simple Entity-Centric Questions Challenge Dense Retrievers EMNLP 2021 SimROD: A Simple Adaptation Method for Robust Object Detection ICCV 2021 Simulated Chats for Building Dialog Systems: Learning to Generate Conversations from Instructions EMNLP 2021 Simulating Reading Mistakes for Child Speech Transformer-Based Phone Recognition Interspeech 2021