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

FLARES: Fast and Accurate LiDAR Multi-Range Semantic Segmentation WACV 2026

A Multi-Aspect Evaluation Framework for Synthetic Data: Case Study on Irony and Sarcasm EACL 2026

ImageNet-sES: A First Systematic Study of Sensor-Environment Simulation Anchored by Real Recaptures WACV 2026

Enhancing Object Detection Training via Joint Image-Annotation Generation WACV 2026

R-GDA: Reflective Guidance Data Augmentation with Multi-Agent Feedback for Domain-Specific Named Entity Recognition EACL 2026

NUS-IDS at AMIYA/VarDial 2026: Improving Arabic Dialectness in LLMs with Reinforcement Learning EACL 2026

ASC: Learning Augmentation Severity-Consistent Representations Improves Generalization via Augmentation Search WACV 2026

MBTI: Metric-Based Textual Inversion for Fine-Grained Image Generation WACV 2026

Rethinking Latent Variable in Learned Image Compression WACV 2026

SynPlay: Large-Scale Synthetic Human Data with Real-World Diversity for Aerial-View Perception WACV 2026

How DDAIR you? Disambiguated Data Augmentation for Intent Recognition EACL 2026

MIMIC: Multi-party Dialogue Augmentation via Speaker Stylistic Transfer EACL 2026

Enhancing Urdu Sentiment Classification through Instruction-Tuned LLMs and Cross-Lingual Transfer EACL 2026

REGLAT at AbjadGenEval: Multi-Model Ensemble Approach for Arabic AI-Generated Text Detection EACL 2026

SVS-GAN for Semantic Synthesis of Traffic Videos for Autonomous Driving WACV 2026

MIX-based Foreground and Background Patch Augmentation Guided by Physics and Material Properties for X-ray Detection WACV 2026

Augmenting with NeRFs: Fast Relocalization on Densified Datasets WACV 2026

SGD-Mix: Enhancing Domain-Specific Image Classification with Label-Preserving Data Augmentation WACV 2026

MomentMix Augmentation with Length-Aware DETR for Temporally Robust Moment Retrieval WACV 2026

CommonForms: A Large, Diverse Dataset for Form Field Detection WACV 2026

NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining WACV 2026

DiRe: Diversity-promoting Regularization for Dataset Condensation WACV 2026

Better Generalizing to Unseen Concepts: An Evaluation Framework and An LLM-Based Auto-Labeled Pipeline for Biomedical Concept Recognition EACL 2026

ToxiGAN: Toxic Data Augmentation via LLM-Guided Directional Adversarial Generation EACL 2026

Boundary-Aware LLM Augmentation for Low-Resource Event Argument Extraction EACL 2026