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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

Sister Help: Data Augmentation for Frame-Semantic Role Labeling EMNLP 2021 SliceNets -- A Scalable Approach for Object Detection in 3D CT Scans WACV 2021 Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation EMNLP 2021 SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data AAAI 2021 Solving Machine Learning Problems ACML 2021 SPADE: A Semi-supervised Probabilistic Approach for Detecting Errors in Tables IJCAI 2021 Spatiotemporal Contrastive Video Representation Learning CVPR 2021 SpecAugment++: A Hidden Space Data Augmentation Method for Acoustic Scene Classification Interspeech 2021 SpecMix : A Mixed Sample Data Augmentation Method for Training with Time-Frequency Domain Features Interspeech 2021 SRPOL DIALOGUE SYSTEMS at SemEval-2021 Task 5: Automatic Generation of Training Data for Toxic Spans Detection SemEval 2021 SSH: A Self-Supervised Framework for Image Harmonization ICCV 2021 Stabilizing Deep Q-Learning with ConvNets and Vision Transformers under Data Augmentation NeurIPS 2021 Stereopagnosia: Fooling Stereo Networks with Adversarial Perturbations AAAI 2021 STraTA: Self-Training with Task Augmentation for Better Few-shot Learning EMNLP 2021 StyleMix: Separating Content and Style for Enhanced Data Augmentation CVPR 2021 Subject Guided Eye Image Synthesis With Application to Gaze Redirection WACV 2021 Supercharging Imbalanced Data Learning With Energy-based Contrastive Representation Transfer NeurIPS 2021 SuperMix: Supervising the Mixing Data Augmentation CVPR 2021 SynthASR: Unlocking Synthetic Data for Speech Recognition Interspeech 2021 Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering EMNLP 2021 Table-based Fact Verification With Salience-aware Learning EMNLP 2021 Tailoring automated data augmentation to H&E-stained histopathology MIDL 2021 Target-Aware Data Augmentation for Stance Detection NAACL 2021 Teaching with Commentaries ICLR 2021 Team “NoConflict” at CASE 2021 Task 1: Pretraining for Sentence-Level Protest Event Detection ACL 2021