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Data Augmentation

3622 directly classified papers

Papers per year

Papers

Frequency Is What You Need: Considering Word Frequency When Text Masking Benefits Vision-Language Model Pre-training WACV 2026
PersonaTrace: Synthesizing Realistic Digital Footprints with LLM Agents EACL 2026
Diffusion Noise Optimization for Synthetic VLM Training WACV 2026
PiSA: A Self-Augmented Data Engine and Training Strategy for 3D Understanding with Large Models WACV 2026
Multi-Token Completion for Text Anonymization EACL 2026
The AI Committee: A Multi-Agent Framework for Automated Validation and Remediation of Web-Sourced Data EACL 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
ImageNet-sES: A First Systematic Study of Sensor-Environment Simulation Anchored by Real Recaptures WACV 2026
NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining WACV 2026
Aleph-Alpha-GermanWeb: Improving German-language LLM pre-training with model-based data curation and synthetic data generation EACL 2026
ToxiGAN: Toxic Data Augmentation via LLM-Guided Directional Adversarial Generation EACL 2026
Task-Level Instructions Induction for Audio Question Answering from Few Examples EACL 2026
How DDAIR you? Disambiguated Data Augmentation for Intent Recognition EACL 2026
SVS-GAN for Semantic Synthesis of Traffic Videos for Autonomous Driving WACV 2026
SeaClips: A Video Dataset for Maritime Object Detection. WACV 2026
ASC: Learning Augmentation Severity-Consistent Representations Improves Generalization via Augmentation Search WACV 2026
Food Image Generation on Multi-Noun Categories WACV 2026
SGD-Mix: Enhancing Domain-Specific Image Classification with Label-Preserving Data Augmentation WACV 2026
MBTI: Metric-Based Textual Inversion for Fine-Grained Image Generation WACV 2026
MomentMix Augmentation with Length-Aware DETR for Temporally Robust Moment Retrieval WACV 2026
SCORE: Soft Label Compression-Centric Dataset Condensation via Coding Rate Optimization WACV 2026
DiRe: Diversity-promoting Regularization for Dataset Condensation WACV 2026
SynPlay: Large-Scale Synthetic Human Data with Real-World Diversity for Aerial-View Perception WACV 2026
RV-Syn: Rational and Verifiable Mathematical Reasoning Data Synthesis based on Structured Function Library EACL 2026