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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

Expert Data Augmentation in Imitation Learning (Student Abstract) AAAI 2023
Information Transfer in Multitask Learning, Data Augmentation, and Beyond AAAI 2023
Human Transcription Quality Improvement INTERSPEECH 2023
Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment AAAI 2023
Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning AAAI 2023
Learning to Substitute Spans towards Improving Compositional Generalization ACL 2023
Frequency-Enhanced Data Augmentation for Vision-and-Language Navigation NIPS 2023
An Empirical Comparison of LM-based Question and Answer Generation Methods ACL 2023
Counter-GAP: Counterfactual Bias Evaluation through Gendered Ambiguous Pronouns EACL 2023
Generation-Based Data Augmentation for Offensive Language Detection: Is It Worth It? EACL 2023
Supervised Contrastive Few-Shot Learning for High-Frequency Time Series AAAI 2023
Background-Mixed Augmentation for Weakly Supervised Change Detection AAAI 2023
AEC-GAN: Adversarial Error Correction GANs for Auto-Regressive Long Time-Series Generation AAAI 2023
When Neural Networks Fail to Generalize? A Model Sensitivity Perspective AAAI 2023
Global Mixup: Eliminating Ambiguity with Clustering AAAI 2023
Graph Component Contrastive Learning for Concept Relatedness Estimation AAAI 2023
Can Synthetic Text Help Clinical Named Entity Recognition? A Study of Electronic Health Records in French EACL 2023
Making More of Little Data: Improving Low-Resource Automatic Speech Recognition Using Data Augmentation ACL 2023
READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises ACL 2023
Data Augmentation for Radiology Report Simplification EACL 2023
Exploring Data Augmentation for Code Generation Tasks EACL 2023
Augmentation Matters: A Simple-Yet-Effective Approach to Semi-Supervised Semantic Segmentation CVPR 2023
Instance-Specific and Model-Adaptive Supervision for Semi-Supervised Semantic Segmentation CVPR 2023
Object Detection With Self-Supervised Scene Adaptation CVPR 2023
Global and Local Mixture Consistency Cumulative Learning for Long-Tailed Visual Recognitions CVPR 2023