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data augmentation

3,121 papers

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Also known as

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

MMTAfrica: Multilingual Machine Translation for African Languages EMNLP 2021 Modeling the Effect of Military Oxygen Masks on Speech Characteristics Interspeech 2021 Modeling the Probabilistic Distribution of Unlabeled Data for One-shot Medical Image Segmentation AAAI 2021 Model Patching: Closing the Subgroup Performance Gap with Data Augmentation ICLR 2021 Model Uncertainty Guides Visual Object Tracking AAAI 2021 Motion-Focused Contrastive Learning of Video Representations ICCV 2021 MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER ACL 2021 Multi-lingual Discourse Segmentation and Connective Identification: MELODI at Disrpt2021 EMNLP 2021 Multilingual Paraphrase Generation For Bootstrapping New Features in Task-Oriented Dialog Systems EMNLP 2021 Multilingual Transfer Learning for QA using Translation as Data Augmentation AAAI 2021 Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation EACL 2021 Multi-Sentence Resampling: A Simple Approach to Alleviate Dataset Length Bias and Beam-Search Degradation EMNLP 2021 NADE: A Benchmark for Robust Adverse Drug Events Extraction in Face of Negations EMNLP 2021 NAMER: A Node-Based Multitasking Framework for Multi-Hop Knowledge Base Question Answering NAACL 2021 Natural Adversarial Examples CVPR 2021 NDH-Full: Learning and Evaluating Navigational Agents on Full-Length Dialogue EMNLP 2021 Neural Camera Simulators CVPR 2021 Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation ACL 2021 NLPIITR at SemEval-2021 Task 6: RoBERTa Model with Data Augmentation for Persuasion Techniques Detection SemEval 2021 Noisy Student-Teacher Training for Robust Keyword Spotting Interspeech 2021 Novelty Detection via Contrastive Learning with Negative Data Augmentation IJCAI 2021 Object-aware Contrastive Learning for Debiased Scene Representation NeurIPS 2021 Offline Reinforcement Learning with Reverse Model-based Imagination NeurIPS 2021 On Data-Augmentation and Consistency-Based Semi-Supervised Learning ICLR 2021 On Feature Normalization and Data Augmentation CVPR 2021