data augmentation

SI2M & AIOX Labs at WANLP 2022 Shared Task: Propaganda Detection in Arabic, A Data Augmentation and Name Entity Recognition Approach EMNLP 2022 Sibylvariant Transformations for Robust Text Classification ACL 2022 SIMBAR: Single Image-Based Scene Relighting for Effective Data Augmentation for Automated Driving Vision Tasks CVPR 2022 Simple but Challenging: Natural Language Inference Models Fail on Simple Sentences EMNLP 2022 Simple Semantic-based Data Augmentation for Named Entity Recognition in Biomedical Texts ACL 2022 SimVQA: Exploring Simulated Environments for Visual Question Answering CVPR 2022 SingAug: Data Augmentation for Singing Voice Synthesis with Cycle-consistent Training Strategy Interspeech 2022 SketchODE: Learning neural sketch representation in continuous time ICLR 2022 SMSMix: Sense-Maintained Sentence Mixup for Word Sense Disambiguation EMNLP 2022 SNU-Causality Lab @ Causal News Corpus 2022: Detecting Causality by Data Augmentation via Part-of-Speech tagging EMNLP 2022 SPARTA at CASE 2021 Task 1: Evaluating Different Techniques to Improve Event Extraction EMNLP 2022 Spatiotemporal Initialization for 3D CNNs With Generated Motion Patterns WACV 2022 SPDB Innovation Lab at SemEval-2022 Task 10: A Novel End-to-End Structured Sentiment Analysis Model based on the ERNIE-M SemEval 2022 Speckle and Shadows: Ultrasound-specific Physics-based Data Augmentation for Kidney Segmentation MIDL 2022 Spectral Bias in Practice: The Role of Function Frequency in Generalization NeurIPS 2022 Spectral Modification Based Data Augmentation For Improving End-to-End ASR For Children’s Speech Interspeech 2022 Spectrum Random Masking for Generalization in Image-based Reinforcement Learning NeurIPS 2022 Stackmix: a complementary mix algorithm UAI 2022 ST++: Make Self-Training Work Better for Semi-Supervised Semantic Segmentation CVPR 2022 Structurally Diverse Sampling for Sample-Efficient Training and Comprehensive Evaluation EMNLP 2022 Style Transfer as Data Augmentation: A Case Study on Named Entity Recognition EMNLP 2022 SUBS: Subtree Substitution for Compositional Semantic Parsing NAACL 2022 SURF: Semi-supervised Reward Learning with Data Augmentation for Feedback-efficient Preference-based Reinforcement Learning ICLR 2022 SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering CVPR 2022 Synergy with Translation Artifacts for Training and Inference in Multilingual Tasks EMNLP 2022