Synthetic Data Generation

OpenFS: Multi-Hand-Capable Fingerspelling Recognition with Implicit Signing-Hand Detection and Frame-Wise Letter-Conditioned Synthesis CVPR 2026 ORV: 4D Occupancy-centric Robot Video Generation CVPR 2026 PAM: A Pose-Appearance-Motion Engine for Sim-to-Real HOI Video Generation CVPR 2026 Pico-Banana-400K: A Large-Scale Dataset for Text-Guided Image Editing CVPR 2026 Powering Verifiable Learning via Automated Evolutionary Data Synthesis ACL 2026 PrivSynth: Alternating and Control-Based Optimization for Privacy and Utility in Synthetic Data CVPR 2026 PSK at SemEval-2026 Task 9: Multilingual Polarization Detection Using Ensemble Gemma Models with Synthetic Data Augmentation SemEval 2026 PSR: Scaling Multi-Subject Personalized Image Generation with Pairwise Subject-Consistency Rewards CVPR 2026 RAW-Domain Degradation Models for Realistic Smartphone Super-Resolution CVPR 2026 RDFace: A Benchmark Dataset for Rare Disease Facial Image Analysis under Extreme Data Scarcity and Phenotype-Aware Synthetic Generation CVPR 2026 Real2Edit2Real: Generating Robotic Demonstrations via a 3D Control Interface CVPR 2026 Real2Sim2Real: RetinalDepth-64K for Depth Estimation in Posterior Segment Ophthalmic Surgery CVPR 2026 Reinforcement-Guided Synthetic Data Generation for Privacy-Sensitive Identity Recognition CVPR 2026 Role-SynthCLIP: A Role-Play Driven Diverse Synthetic Data Approach CVPR 2026 Ryze: Evidence-Enriched Data Synthesis from Biomedical Papers ACL 2026 SAGE: Sparse Adaptive Guidance for Dependency-Aware Tabular Data Generation ACL 2026 Scaling Instruction-Based Video Editing with a High-Quality Synthetic Dataset CVPR 2026 Semi-Synthetic Localization Datasets for Radiological Findings on Chest X-Rays MIDL 2026 SimScale: Learning to Drive via Real-World Simulation at Scale CVPR 2026 SIMSPINE: A Biomechanics-Aware Simulation Framework for 3D Spine Motion Annotation and Benchmarking CVPR 2026 Socratic-Geo: Synthetic Data Generation and Cross-Modal Geometric Reasoning via Multi-Agent Interaction CVPR 2026 SynthAgent: Adapting Web Agents with Synthetic Supervision ACL 2026 Synthetic Object Compositions for Scalable and Accurate Learning in Detection, Segmentation, and Grounding CVPR 2026 Synthetic Vasculature and Pathology Enhance Vision-Language Model Reasoning MIDL 2026 Text-Printed Image: Bridging the Image-Text Modality Gap for Text-centric Training of Large Vision-Language Models CVPR 2026