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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

On Generalization in Coreference Resolution EMNLP 2021 On Interaction Between Augmentations and Corruptions in Natural Corruption Robustness NeurIPS 2021 On Robustness of Neural Semantic Parsers EACL 2021 On-the-Fly Aligned Data Augmentation for Sequence-to-Sequence ASR Interspeech 2021 On the Robustness of Intent Classification and Slot Labeling in Goal-oriented Dialog Systems to Real-world Noise EMNLP 2021 On Training Instance Selection for Few-Shot Neural Text Generation ACL 2021 OoMMix: Out-of-manifold Regularization in Contextual Embedding Space for Text Classification ACL 2021 Open-Set Audio Classification with Limited Training Resources Based on Augmentation Enhanced Variational Auto-Encoder GAN with Detection-Classification Joint Training Interspeech 2021 PALI at SemEval-2021 Task 2: Fine-Tune XLM-RoBERTa for Word in Context Disambiguation SemEval 2021 PASS: Perturb-and-Select Summarizer for Product Reviews ACL 2021 PAW at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation : Exploring Cross Lingual Transfer, Augmentations and Adversarial Training SemEval 2021 PointAugmenting: Cross-Modal Augmentation for 3D Object Detection CVPR 2021 Point Cloud Augmentation With Weighted Local Transformations ICCV 2021 Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models ACL 2021 PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation CVPR 2021 Practical Transformer-based Multilingual Text Classification NAACL 2021 Privacy-Preserving Collaborative Learning With Automatic Transformation Search CVPR 2021 Private Post-GAN Boosting ICLR 2021 PROMT Systems for WMT21 Terminology Translation Task EMNLP 2021 Quality-Agnostic Image Recognition via Invertible Decoder CVPR 2021 Rainbow Memory: Continual Learning With a Memory of Diverse Samples CVPR 2021 RarePlanes: Synthetic Data Takes Flight WACV 2021 Reading StackOverflow Encourages Cheating: Adding Question Text Improves Extractive Code Generation ACL 2021 Recorrupted-to-Recorrupted: Unsupervised Deep Learning for Image Denoising CVPR 2021 Re-embedding Difficult Samples via Mutual Information Constrained Semantically Oversampling for Imbalanced Text Classification EMNLP 2021