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

Motion Matters: Neural Motion Transfer for Better Camera Physiological Measurement WACV 2024

Label Augmentation As Inter-Class Data Augmentation for Conditional Image Synthesis With Imbalanced Data WACV 2024

Exploring the Impact of Rendering Method and Motion Quality on Model Performance When Using Multi-View Synthetic Data for Action Recognition WACV 2024

Leveraging the Power of Data Augmentation for Transformer-Based Tracking WACV 2024

Data Augmentation for Object Detection via Controllable Diffusion Models WACV 2024

PEAR at SemEval-2024 Task 1: Pair Encoding with Augmented Re-sampling for Semantic Textual Relatedness NAACL 2024

Annotating FrameNet via Structure-Conditioned Language Generation ACL 2024

Augment the Pairs: Semantics-Preserving Image-Caption Pair Augmentation for Grounding-Based Vision and Language Models WACV 2024

Hybrid Sample Synthesis-Based Debiasing of Classifier in Limited Data Setting WACV 2024

CTYUN-AI at SemEval-2024 Task 7: Boosting Numerical Understanding with Limited Data Through Effective Data Alignment NAACL 2024

BDA at SemEval-2024 Task 4: Detection of Persuasion in Memes Across Languages with Ensemble Learning and External Knowledge NAACL 2024

Revisiting Interpolation Augmentation for Speech-to-Text Generation ACL 2024

LLM-AutoDA: Large Language Model-Driven Automatic Data Augmentation for Long-tailed Problems NIPS 2024

UnibucLLM: Harnessing LLMs for Automated Prediction of Item Difficulty and Response Time for Multiple-Choice Questions NAACL 2024

Unbiased Faster R-CNN for Single-source Domain Generalized Object Detection CVPR 2024

Acoustic Feature Mixup for Balanced Multi-aspect Pronunciation Assessment INTERSPEECH 2024

Mini-DA: Improving Your Model Performance through Minimal Data Augmentation using LLM NAACL 2024

Byun at SemEval-2024 Task 6: Text Classification on Hallucinating Text with Simple Data Augmentation NAACL 2024

CareCorpus+: Expanding and Augmenting Caregiver Strategy Data to Support Pediatric Rehabilitation EMNLP 2024

MuMath: Multi-perspective Data Augmentation for Mathematical Reasoning in Large Language Models NAACL 2024

ControlMath: Controllable Data Generation Promotes Math Generalist Models EMNLP 2024

Fourier-basis Functions to Bridge Augmentation Gap: Rethinking Frequency Augmentation in Image Classification CVPR 2024

CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP NAACL 2024

Team MGTD4ADL at SemEval-2024 Task 8: Leveraging (Sentence) Transformer Models with Contrastive Learning for Identifying Machine-Generated Text SEMEVAL 2024

MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection SEMEVAL 2024