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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

MULE: Multimodal Universal Language Embedding AAAI 2020
Boosting Neural Machine Translation with Similar Translations ACL 2020
AdvAug: Robust Adversarial Augmentation for Neural Machine Translation ACL 2020
How to Tame Your Data: Data Augmentation for Dialog State Tracking ACL 2020
SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection ACL 2020
Data Augmentation for Transformer-based G2P ACL 2020
A Group-Theoretic Framework for Data Augmentation JMLR 2020
Towards Speech Robustness for Acoustic Scene Classification INTERSPEECH 2020
Storytelling with Dialogue: A Critical Role Dungeons and Dragons Dataset ACL 2020
Bandpass Noise Generation and Augmentation for Unified ASR INTERSPEECH 2020
Improving Code-Switching Language Modeling with Artificially Generated Texts Using Cycle-Consistent Adversarial Networks INTERSPEECH 2020
Detecting and Counting Overlapping Speakers in Distant Speech Scenarios INTERSPEECH 2020
Improving Low Resource Code-Switched ASR Using Augmented Code-Switched TTS INTERSPEECH 2020
Selecting Backtranslated Data from Multiple Sources for Improved Neural Machine Translation ACL 2020
On the Generation of Medical Question-Answer Pairs AAAI 2020
M2m: Imbalanced Classification via Major-to-Minor Translation CVPR 2020
Pathological Retinal Region Segmentation From OCT Images Using Geometric Relation Based Augmentation CVPR 2020
Adversarial Feature Hallucination Networks for Few-Shot Learning CVPR 2020
Visual Chirality CVPR 2020
Resisting Large Data Variations via Introspective Transformation Network WACV 2020
Data Augmentation for Code-Switch Language Modeling by Fusing Multiple Text Generation Methods INTERSPEECH 2020
Iterative Pseudo-Labeling for Speech Recognition INTERSPEECH 2020
On The Evaluation of Machine Translation Systems Trained With Back-Translation ACL 2020
Nonlinear Mixup: Out-Of-Manifold Data Augmentation for Text Classification AAAI 2020
Visual Imitation Made Easy CORL 2020