Synthetic Data Generation

Global Underwater Geolocation from Time-Lapse Polarization Imagery CVPR 2026 GraphSynth: Resolving the Diversity-Reliability Trade-off with Probabilistic Factor Graphs ACL 2026 Grid Distillation: Compositional Image Distillation via Structured Generative Grids CVPR 2026 Guiding Diffusion Models with Fine-Grained Conditions and Semantics-Preserving Sampling for One-Shot Federated Learning CVPR 2026 HABIB_TAZ at SemEval-2026 Task 11: Disentangling Formal Logic from Content via Synthetic Training and Multi-Objective Optimization SemEval 2026 HATS: Hardness-Aware Trajectory Synthesis for GUI Agents CVPR 2026 HG-Lane: High-Fidelity Generation of Lane Scenes under Adverse Weather and Lighting Conditions without Re-annotation CVPR 2026 HierAmp: Coarse-to-Fine Autoregressive Amplification for Generative Dataset Distillation CVPR 2026 How Can Synthetic Data Improve Multilingual Language Model Pretraining? A Data Quality Perspective ACL 2026 IDperturb: Enhancing Variation in Synthetic Face Generation via Angular Perturbations CVPR 2026 IGen: Scalable Data Generation for Robot Learning from Open-World Images CVPR 2026 Improving TabPFN’s Synthetic Data Generation by Integrating Causal Structure UAI 2026 IMS3: Breaking Distributional Aggregation in Diffusion-Based Dataset Distillation CVPR 2026 InternData-A1: Pioneering High-Fidelity Synthetic Data for Pre-training Generalist Policy CVPR 2026 Is this chart lying to me? Automating the detection of misleading visualizations ACL 2026 Learnability-Guided Diffusion for Dataset Distillation CVPR 2026 Learning from Synthetic Data: Limitations of ERM ALT 2026 Learning from Synthetic Data via Provenance-Based Input Gradient Guidance CVPR 2026 LLM as a Meta-Judge: Synthetic Data for NLP Evaluation Metric Validation ACL 2026 ManifoldGD: Training-Free Hierarchical Manifold Guidance for Diffusion-Based Dataset Distillation CVPR 2026 MICo-150K: A Comprehensive Dataset Advancing Multi-Image Composition CVPR 2026 Mimesys: Generating Realistic Executable Testing Environments from Resource Usage Traces OSDI 2026 Mock Worlds, Real Skills: Building Small Agentic Language Models with Synthetic Tasks, Simulated Environments, and Rubric-Based Rewards ACL 2026 Multimodal Distribution Matching for Vision-Language Dataset Distillation CVPR 2026 Narrative Nexus at SemEval-2026 Task 4: Modeling Narrative Similarity via Instruction-Based Fine-Tuning and Synthetic Data Augmentation SemEval 2026