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data augmentation

3037 papers

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Also known as

DA-MCMC DADA DA TTA ADA EDA

Co-occurring keywords

text classification (6776) large language model (12755) transfer learning (5442) semi-supervised learning (2331) few-shot learning (3390) domain adaptation (4578) machine translation (2472) image classification (1943) language model (4573) low-resource language (2234)

Papers

Training Data Augmentation for Detecting Adverse Drug Reactions in User-Generated Content EMNLP 2019
Handling Syntactic Divergence in Low-resource Machine Translation EMNLP 2019
Improving Precision of Grammatical Error Correction with a Cheat Sheet ACL 2019
Neural Machine Translation of Text from Non-Native Speakers NAACL 2019
Training Data Augmentation for Detecting Adverse Drug Reactions in User-Generated Content IJCNLP 2019
Benefits of Data Augmentation for NMT-based Text Normalization of User-Generated Content EMNLP 2019
Generalizing Back-Translation in Neural Machine Translation ACL 2019
Erroneous data generation for Grammatical Error Correction ACL 2019
Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back-Translation EMNLP 2019
Implicit Semantic Data Augmentation for Deep Networks NIPS 2019
A Kernel Theory of Modern Data Augmentation ICML 2019
Visual Attention Consistency Under Image Transforms for Multi-Label Image Classification CVPR 2019
SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation MIDL 2019
Controlled Text Generation for Data Augmentation in Intelligent Artificial Agents EMNLP 2019
Fixing the train-test resolution discrepancy NIPS 2019
Fast AutoAugment NIPS 2019
Self-Ensembling With GAN-Based Data Augmentation for Domain Adaptation in Semantic Segmentation ICCV 2019
Generative Modeling for Small-Data Object Detection ICCV 2019
Aggregation via Separation: Boosting Facial Landmark Detector With Semi-Supervised Style Translation ICCV 2019
Data Augmentation with Atomic Templates for Spoken Language Understanding IJCNLP 2019
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting ICCV 2019
AdaTransform: Adaptive Data Transformation ICCV 2019
End-to-End Speaker Identification in Noisy and Reverberant Environments Using Raw Waveform Convolutional Neural Networks INTERSPEECH 2019
A Robust Framework for Acoustic Scene Classification INTERSPEECH 2019
Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data Augmentation UAI 2019