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data augmentation

3,121 papers

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DA

Co-occurring keywords · papers mentioning both

text classification (291) large language model (225) transfer learning (160) image classification (150) representation learning (144) contrastive learning (141) domain adaptation (139) few-shot learning (138) semi-supervised learning (132) self-supervised learning (131)

Papers

UNSW System Description for the Shared Task on Automatic Speech Recognition for Non-Native Children’s Speech Interspeech 2020 UPSTAGE: Unsupervised Context Augmentation for Utterance Classification in Patient-Provider Communication MLHC 2020 Using Multiple Subwords to Improve English-Esperanto Automated Literary Translation Quality AACL 2020 Variable Frame Rate-Based Data Augmentation to Handle Speaking-Style Variability for Automatic Speaker Verification Interspeech 2020 Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation EMNLP 2020 VFlow: More Expressive Generative Flows with Variational Data Augmentation ICML 2020 VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain NeurIPS 2020 Visual Chirality CVPR 2020 Visual Imitation Made Easy CoRL 2020 Voice Conversion Based Data Augmentation to Improve Children’s Speech Recognition in Limited Data Scenario Interspeech 2020 What Makes for Good Views for Contrastive Learning? NeurIPS 2020 Whisper Augmented End-to-End/Hybrid Speech Recognition System — CycleGAN Approach Interspeech 2020 WMD at SemEval-2020 Tasks 7 and 11: Assessing Humor and Propaganda Using Unsupervised Data Augmentation SemEval 2020 WUY at SemEval-2020 Task 7: Combining BERT and Naive Bayes-SVM for Humor Assessment in Edited News Headlines SemEval 2020 XSYSIGMA at SemEval-2020 Task 7: Method for Predicting Headlines’ Humor Based on Auxiliary Sentences with EI-BERT SemEval 2020 Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking ACL 2020 Abstract Text Summarization: A Low Resource Challenge EMNLP 2019 A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification EMNLP 2019 Acoustic Model Ensembling Using Effective Data Augmentation for CHiME-5 Challenge Interspeech 2019 Acquiring Annotated Data with Cross-lingual Explicitation for Implicit Discourse Relation Classification NAACL 2019 AdaTransform: Adaptive Data Transformation ICCV 2019 Addressing Model Vulnerability to Distributional Shifts Over Image Transformation Sets ICCV 2019 Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering EMNLP 2019 Advances in Automatic Speech Recognition for Child Speech Using Factored Time Delay Neural Network Interspeech 2019 Advancing Sequence-to-Sequence Based Speech Recognition Interspeech 2019