Data Augmentation

NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining WACV 2026 No One-Size-Fits-All: Building Systems For Translation to Bashkir, Kazakh, Kyrgyz, Tatar and Chuvash Using Synthetic And Original Data EACL 2026 Object-Centric Data Synthesis for Category-level Object Detection (Student Abstract) AAAI 2026 PANDA – Patch and Distribution-Aware Augmentation for Long-Tailed Exemplar-Free Continual Learning AAAI 2026 Panda: Test-Time Adaptation with Negative Data Augmentation AAAI 2026 PASA: Progressive-Adaptive Spectral Augmentation for Automated Auscultation in Data-Scarce Environments AAAI 2026 PersonaTrace: Synthesizing Realistic Digital Footprints with LLM Agents EACL 2026 Physically-Based LiDAR Smoke Simulation for Robust 3D Object Detection AAAI 2026 PiSA: A Self-Augmented Data Engine and Training Strategy for 3D Understanding with Large Models WACV 2026 PQDA:Policy-Aligned Q-Consistency Meets Decoupled Augmentation for Generalizable Visual RL AAAI 2026 Quality-Aware Language-Conditioned Local Auto-Regressive Anomaly Synthesis and Detection AAAI 2026 ReFINE: A Reward-Based Framework for Interpretable and Nuanced Evaluation of Radiology Report Generation AAAI 2026 REIGNITE at AbjadMed: Imbalance-Aware Fine-Tuning of Pretrained Arabic Transformers for Arabic Medical Text Classification Task EACL 2026 Rethinking Bias in Generative Data Augmentation for Medical AI: A Frequency Recalibration Method AAAI 2026 R-GDA: Reflective Guidance Data Augmentation with Multi-Agent Feedback for Domain-Specific Named Entity Recognition EACL 2026 RV-Syn: Rational and Verifiable Mathematical Reasoning Data Synthesis based on Structured Function Library EACL 2026 Sample-Size Scaling of the African Languages NLI Evaluation EACL 2026 Scaling-up Perceptual Video Quality Assessment AAAI 2026 SCORE: Soft Label Compression-Centric Dataset Condensation via Coding Rate Optimization WACV 2026 SeaClips: A Video Dataset for Maritime Object Detection. WACV 2026 Selection of LLM Fine-Tuning Data Based on Orthogonal Rules AAAI 2026 Semantic-Aware Data Augmentation for Sequential Recommendation AAAI 2026 Semantic Embedding and Synthetic Augmentation for Longitudinal Survey Prediction (Student Abstract) AAAI 2026 Semi-Supervised Regression by Preserving Ranking Relationships Between Close Unlabeled Samples AAAI 2026 SGD-Mix: Enhancing Domain-Specific Image Classification with Label-Preserving Data Augmentation WACV 2026