synthetic data

ComFace: Facial Representation Learning with Synthetic Data for Comparing Faces WACV 2025 Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement ACL 2025 Contrastive Decoding for Synthetic Data Generation in Low-Resource Language Modeling EMNLP 2025 Contrastive Visual Data Augmentation ICML 2025 CoPrUS: Consistency Preserving Utterance Synthesis towards more realistic benchmark dialogues COLING 2025 CraftRTL: High-quality Synthetic Data Generation for Verilog Code Models with Correct-by-Construction Non-Textual Representations and Targeted Code Repair ICLR 2025 Curvature Enhanced Data Augmentation for Regression ICML 2025 Cycle-Consistent Learning for Joint Layout-to-Image Generation and Object Detection ICCV 2025 Data-adaptive Differentially Private Prompt Synthesis for In-Context Learning ICLR 2025 Data Augmentation for Low-resource Neural Machine Translation: A Systematic Analysis IJCNLP 2025 Data-Constrained Synthesis of Training Data for De-Identification ACL 2025 Dataset Distillation via the Wasserstein Metric ICCV 2025 DAViD: Data-efficient and Accurate Vision Models from Synthetic Data ICCV 2025 DELT: A Simple Diversity-driven EarlyLate Training for Dataset Distillation CVPR 2025 Demystifying Synthetic Data in LLM Pre-training: A Systematic Study of Scaling Laws, Benefits, and Pitfalls EMNLP 2025 Dense Depth from Event Focal Stack WACV 2025 Depth Any Video with Scalable Synthetic Data ICLR 2025 Detect, Disambiguate, and Translate: On-Demand Visual Reasoning for Multimodal Machine Translation with Large Vision-Language Models NAACL 2025 DialUp! Modeling the Language Continuum by Adapting Models to Dialects and Dialects to Models ACL 2025 Differential Privacy Under Class Imbalance: Methods and Empirical Insights ICML 2025 DiSRT-In-Bed: Diffusion-Based Sim-to-Real Transfer Framework for In-Bed Human Mesh Recovery CVPR 2025 Does Synthetic Data Help Named Entity Recognition for Low-Resource Languages? IJCNLP 2025 Does Training on Synthetic Data Make Models Less Robust? NAACL 2025 Does Training with Synthetic Data Truly Protect Privacy? ICLR 2025 DreamOmni: Unified Image Generation and Editing CVPR 2025