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data augmentation

3,121 papers

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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

UncleLM at SemEval-2025 Task 11: RAG-Based Few-Shot Learning and Fine-Tuned Encoders for Multilingual Emotion Detection SemEval 2025 Understanding the Unfairness in Network Quantization ICML 2025 Unified Adversarial Augmentation for Improving Palmprint Recognition ICCV 2025 UnifiedGEC: Integrating Grammatical Error Correction Approaches for Multi-languages with a Unified Framework COLING 2025 Universality of High-Dimensional Logistic Regression and a Novel CGMT under Dependence with Applications to Data Augmentation COLT 2025 Unlocking Speech Instruction Data Potential with Query Rewriting ACL 2025 Unmasking real-world audio deepfakes: A data-centric approach Interspeech 2025 Unsupervised Meta-Learning via In-Context Learning ICLR 2025 Untie the Knots: An Efficient Data Augmentation Strategy for Long-Context Pre-Training in Language Models ACL 2025 Upsample or Upweight? Balanced Training on Heavily Imbalanced Datasets NAACL 2025 Use Random Selection for Now: Investigation of Few-Shot Selection Strategies in LLM-based Text Augmentation EMNLP 2025 Ustnlp16 at SemEval-2025 Task 9: Improving Model Performance through Imbalance Handling and Focal Loss SemEval 2025 VaeDiff-DocRE: End-to-end Data Augmentation Framework for Document-level Relation Extraction COLING 2025 Velora at BLP-2025 Task 1: Multi-Method Evaluation for Hate Speech Classification in Bangla Text AACL 2025 VIGFace: Virtual Identity Generation for Privacy-Free Face Recognition Dataset ICCV 2025 VisRec: A Semi-Supervised Approach to Visibility Data Reconstruction in Radio Astronomy AAAI 2025 VISTA: Enhancing Long-Duration and High-Resolution Video Understanding by Video Spatiotemporal Augmentation CVPR 2025 VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search EMNLP 2025 V-MIND: Building Versatile Monocular Indoor 3D Detector with Diverse 2D Annotations WACV 2025 V-Oracle: Making Progressive Reasoning in Deciphering Oracle Bones for You and Me ACL 2025 WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models ACL 2025 What did you say? Generating Child-Directed Speech Questions to Train LLMs EMNLP 2025 What is it? Towards a Generalizable Native American Language Identification System NAACL 2025 When Dynamic Data Selection Meets Data Augmentation: Achieving Enhanced Training Acceleration ICML 2025 When Multilingual Models Compete with Monolingual Domain-Specific Models in Clinical Question Answering NAACL 2025