Synthetic Data Generation

Accelerating Diffusion Model Training under Minimal Budgets: A Condensation-Based Perspective CVPR 2026 AFT-Tab: Adversarial Fine-Tuning for Tabular Data Synthesis with Long Text Columns ACL 2026 AHS: Adaptive Head Synthesis via Synthetic Data Augmentations CVPR 2026 AirSim360: A Panoramic Simulation Platform within Drone View CVPR 2026 Anchor: Branch-Point Data Generation for GUI Agents ACL 2026 AnyDoc: Enhancing Document Generation via Large-Scale HTML/CSS Data Synthesis and Height-Aware Reinforcement Optimization CVPR 2026 BarbieGait: An Identity-Consistent Synthetic Human Dataset with Versatile Cloth-Changing for Gait Recognition CVPR 2026 Beyond Code Pairs: Dialogue-Based Data Generation for LLM Code Translation ACL 2026 Beyond Objects: Contextual Synthetic Data Generation for Fine-Grained Classification CVPR 2026 Beyond Soft Label: Dataset Distillation via Orthogonal Gradient Matching CVPR 2026 Bringing Your Portrait to 3D Presence CVPR 2026 CascadeNet: Generating Network Traffic with High-Fidelity Temporal Patterns NSDI 2026 ChartNet: A Million-Scale, High-Quality Multimodal Dataset for Robust Chart Understanding CVPR 2026 ChimeraLoRA: Multi-Head LoRA-Guided Synthetic Datasets CVPR 2026 CodeEvo: Interaction-Driven Synthesis of Code-centric Data through Hybrid and Iterative Feedback ACL 2026 Continuous Exposure-Time Modeling for Realistic Atmospheric Turbulence Synthesis CVPR 2026 CypherSmith: Transforming Text-to-Cypher Generation for LLMs with Synthetic Data ACL 2026 Dense Metric Depth Completion from Sparse Direct Time-of-Flight Sensors CVPR 2026 EventHub: Data Factory for Generalizable Event-Based Stereo Networks without Active Sensors CVPR 2026 Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation ACL 2026 Fixed Anchors Are Not Enough: Dynamic Retrieval and Persistent Homology for Dataset Distillation CVPR 2026 Flow Matching for 3D Craniofacial Skeletal Data Generation MIDL 2026 FreeScale: Scaling 3D Scenes via Certainty-Aware Free-View Generation CVPR 2026 Garments2Look: A Multi-Reference Dataset for High-Fidelity Outfit-Level Virtual Try-On with Clothing and Accessories CVPR 2026 GenesisFunc: Multi-Agent Data Generation for Accurate and Generalizable Function-Calling ACL 2026