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Data Augmentation

3622 directly classified papers

Papers per year

Papers

Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG NAACL 2025
Dataset Augmentation by Mixing Visual Concepts WACV 2025
Target Scanpath-Guided 360-Degree Image Enhancement AAAI 2025
GTA-HDR: A Large-Scale Synthetic Dataset for HDR Image Reconstruction WACV 2025
Data Augmentation for Surgical Scene Segmentation with Anatomy-Aware Diffusion Models WACV 2025
An empirical study of validating synthetic data for formula generation NAACL 2025
Augmenting Sign Language Translation Datasets with Large Language Models IJCNLP 2025
Quality over Quantity: Boosting Data Efficiency Through Ensembled Multimodal Data Curation AAAI 2025
Towards Adversarially Robust Dataset Distillation by Curvature Regularization AAAI 2025
Promptable Representation Distribution Learning and Data Augmentation for Gigapixel Histopathology WSI Analysis AAAI 2025
Removing Geometric Bias in One-Class Anomaly Detection with Adaptive Feature Perturbation WACV 2025
One for Dozens: Adaptive REcommendation for All Domains with Counterfactual Augmentation AAAI 2025
Representation Space Augmentation for Effective Self-Supervised Learning on Tabular Data AAAI 2025
Task Configuration Impacts Annotation Quality and Model Training Performance in Crowdsourced Image Segmentation WACV 2025
Enhancing Low-Light Images: A Synthetic Data Perspective on Practical and Generalizable Solutions AAAI 2025
SEM-Net: Efficient Pixel Modelling for Image Inpainting with Spatially Enhanced SSM WACV 2025
Dual-level Fuzzy Learning with Patch Guidance for Image Ordinal Regression IJCAI 2025
Trans-Sent at SemEval-2025 Task 11: Text-based Multi-label Emotion Detection using Pre-Trained BERT Transformer Models SEMEVAL 2025
STAMImputer: Spatio-Temporal Attention MoE for Traffic Data Imputation IJCAI 2025
VerbaNexAI at SemEval-2025 Task 11 Track A: A RoBERTa-Based Approach for the Classification of Emotions in Text SEMEVAL 2025
Faster Annotation for Elevation-Guided Flood Extent Mapping by Consistency-Enhanced Active Learning IJCAI 2025
Zhoumou at SemEval-2025 Task 1: Leveraging Multimodal Data Augmentation and Large Language Models for Enhanced Idiom Understanding ACL 2025
Decoupled Diffusion Sparks Adaptive Scene Generation ICCV 2025
Doubling Your Data in Minutes: Ultra-fast Tabular Data Generation via LLM-Induced Dependency Graphs EMNLP 2025
CalligraphicOCR for Chinese Calligraphy Recognition EMNLP 2025