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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

Fine-Grained Classification With Noisy Labels CVPR 2023
Improving Reading Comprehension Question Generation with Data Augmentation and Overgenerate-and-rank ACL 2023
Frequency Selective Augmentation for Video Representation Learning AAAI 2023
Gender-Inclusive Grammatical Error Correction through Augmentation ACL 2023
Generative Pipeline for Data Augmentation of Unconstrained Document Images with Structural and Textural Degradation (Student Abstract) AAAI 2023
Better Language Models of Code through Self-Improvement ACL 2023
Target-Side Augmentation for Document-Level Machine Translation ACL 2023
PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks ACL 2023
Disfluency Generation for More Robust Dialogue Systems ACL 2023
EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones ICCV 2023
SILT: Shadow-Aware Iterative Label Tuning for Learning to Detect Shadows from Noisy Labels ICCV 2023
SMMix: Self-Motivated Image Mixing for Vision Transformers ICCV 2023
TransFace: Calibrating Transformer Training for Face Recognition from a Data-Centric Perspective ICCV 2023
A Simple, Yet Effective Approach to Finding Biases in Code Generation ACL 2023
Improving Crowded Object Detection via Copy-Paste AAAI 2023
Better and Faster: Adaptive Event Conversion for Event-Based Object Detection AAAI 2023
Diversified and Realistic 3D Augmentation via Iterative Construction, Random Placement, and HPR Occlusion AAAI 2023
Rethinking Data Augmentation for Single-Source Domain Generalization in Medical Image Segmentation AAAI 2023
Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations AAAI 2023
Automatic Exploration of Optimal Data Processing Operations for Sound Data Augmentation Using Improved Differentiable Automatic Data Augmentation INTERSPEECH 2023
ChaPat at SemEval-2023 Task 9: Text Intimacy Analysis using Ensembles of Multilingual Transformers ACL 2023
NAP at SemEval-2023 Task 3: Is Less Really More? (Back-)Translation as Data Augmentation Strategies for Detecting Persuasion Techniques ACL 2023
SigMoreFun Submission to the SIGMORPHON Shared Task on Interlinear Glossing ACL 2023
Out-of-Domain Robustness via Targeted Augmentations ICML 2023
PESTO: A Post-User Fusion Network for Rumour Detection on Social Media ACL 2023