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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

Graph Contrastive Learning Automated ICML 2021
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP ACL 2021
A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding ACL 2021
AugNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation ACL 2021
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation ACL 2021
DivAug: Plug-In Automated Data Augmentation With Explicit Diversity Maximization ICCV 2021
SSH: A Self-Supervised Framework for Image Harmonization ICCV 2021
EventDrop: Data Augmentation for Event-based Learning IJCAI 2021
Dual-Cross Central Difference Network for Face Anti-Spoofing IJCAI 2021
Towards Rotation Invariance in Object Detection ICCV 2021
The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization ICCV 2021
MixMo: Mixing Multiple Inputs for Multiple Outputs via Deep Subnetworks ICCV 2021
Channel Augmented Joint Learning for Visible-Infrared Recognition ICCV 2021
Motion-Focused Contrastive Learning of Video Representations ICCV 2021
Impact of Aliasing on Generalization in Deep Convolutional Networks ICCV 2021
Two Birds with One Stone: Series Saliency for Accurate and Interpretable Multivariate Time Series Forecasting IJCAI 2021
Detecting Deepfake Videos with Temporal Dropout 3DCNN IJCAI 2021
Dialogue Discourse-Aware Graph Model and Data Augmentation for Meeting Summarization IJCAI 2021
MEDA: Meta-Learning with Data Augmentation for Few-Shot Text Classification IJCAI 2021
Improving Stylized Neural Machine Translation with Iterative Dual Knowledge Transfer IJCAI 2021
A Survey on Low-Resource Neural Machine Translation IJCAI 2021
Homogeneous Architecture Augmentation for Neural Predictor ICCV 2021
Approaching SMM4H with auto-regressive language models and back-translation NAACL 2021
IIITN NLP at SMM4H 2021 Tasks: Transformer Models for Classification on Health-Related Imbalanced Twitter Datasets NAACL 2021
UoB at ProfNER 2021: Data Augmentation for Classification Using Machine Translation NAACL 2021