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

NYCU-NLP at SemEval-2024 Task 2: Aggregating Large Language Models in Biomedical Natural Language Inference for Clinical Trials SEMEVAL 2024

Object-Aware Domain Generalization for Object Detection AAAI 2024

Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth NIPS 2024

Argument Mining in Data Scarce Settings: Cross-lingual Transfer and Few-shot Techniques ACL 2024

Low-Complexity Acoustic Scene Classification Using Parallel Attention-Convolution Network INTERSPEECH 2024

Balance, Multiple Augmentation, and Re-synthesis: A Triad Training Strategy for Enhanced Audio Deepfake Detection INTERSPEECH 2024

Making LLMs as Fine-Grained Relation Extraction Data Augmentor IJCAI 2024

PoseGen: Learning to Generate 3D Human Pose Dataset with NeRF AAAI 2024

Supervision Interpolation via LossMix: Generalizing Mixup for Object Detection and Beyond AAAI 2024

Explicit over Implict: Explicit Diversity Conditions for Effective Question Answer Generation COLING 2024

Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching IJCAI 2024

MIDAS: Mixing Ambiguous Data With Soft Labels for Dynamic Facial Expression Recognition WACV 2024

Semi-supervised Class-Agnostic Motion Prediction with Pseudo Label Regeneration and BEVMix AAAI 2024

KUL@SMM4H2024: Optimizing Text Classification with Quality-Assured Augmentation Strategies ACL 2024

ClaimLens: Automated, Explainable Fact-Checking on Voting Claims Using Frame-Semantics EMNLP 2024

Exploring Data Augmentation in Neural DRS-to-Text Generation EACL 2024

Use Your Head: Improving Long-Tail Video Recognition CVPR 2023

Disfluency Generation for More Robust Dialogue Systems ACL 2023

A Simple, Yet Effective Approach to Finding Biases in Code Generation ACL 2023

SVFormer: Semi-Supervised Video Transformer for Action Recognition CVPR 2023

Knowing What To Label for Few Shot Microscopy Image Cell Segmentation WACV 2023

GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks ACL 2023

Neural Topic Modeling based on Cycle Adversarial Training and Contrastive Learning ACL 2023

Improving Crowded Object Detection via Copy-Paste AAAI 2023

Better and Faster: Adaptive Event Conversion for Event-Based Object Detection AAAI 2023