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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

SegAugment: Maximizing the Utility of Speech Translation Data with Segmentation-based Augmentations EMNLP 2023 SelectAugment: Hierarchical Deterministic Sample Selection for Data Augmentation AAAI 2023 Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks EMNLP 2023 Semantics-Depth-Symbiosis: Deeply Coupled Semi-Supervised Learning of Semantics and Depth WACV 2023 Semantic Segmentation of 3D Medical Images Through a Kaleidoscope: Data from the Osteoarthritis Initiative MIDL 2023 Semi-automatic Data Enhancement for Document-Level Relation Extraction with Distant Supervision from Large Language Models EMNLP 2023 Semi-supervised Relation Extraction via Data Augmentation and Consistency-training EACL 2023 Shift from Texture-bias to Shape-bias: Edge Deformation-based Augmentation for Robust Object Recognition ICCV 2023 SigMoreFun Submission to the SIGMORPHON Shared Task on Interlinear Glossing ACL 2023 SILT: Shadow-Aware Iterative Label Tuning for Learning to Detect Shadows from Noisy Labels ICCV 2023 Simple and Effective Synthesis of Indoor 3D Scenes AAAI 2023 Simplifying Neural Network Training Under Class Imbalance NeurIPS 2023 SKIM at WMT 2023 General Translation Task EMNLP 2023 SLACK: Stable Learning of Augmentations With Cold-Start and KL Regularization CVPR 2023 Small Data, Big Impact: Leveraging Minimal Data for Effective Machine Translation ACL 2023 SMMix: Self-Motivated Image Mixing for Vision Transformers ICCV 2023 SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization EMNLP 2023 Soft Augmentation for Image Classification CVPR 2023 Spatial LibriSpeech: An Augmented Dataset for Spatial Audio Learning Interspeech 2023 Spot Keywords From Very Noisy and Mixed Speech Interspeech 2023 Spuriosity Rankings: Sorting Data to Measure and Mitigate Biases NeurIPS 2023 Stanford MLab at SemEval-2023 Task 10: Exploring GloVe- and Transformer-Based Methods for the Explainable Detection of Online Sexism SemEval 2023 STaSy: Score-based Tabular data Synthesis ICLR 2023 Strategies to Improve Low-Resource Agglutinative Languages Morphological Inflection CoNLL 2023 Structure and Label Constrained Data Augmentation for Cross-domain Few-shot NER EMNLP 2023