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Error Propagation and Model Collapse in Diffusion Models: A Theoretical Study
Arxiv
0+阅读 · 2月18日
Synthetic-Powered Multiple Testing with FDR Control
Arxiv
0+阅读 · 2月18日
Statistical Inference Leveraging Synthetic Data with Distribution-Free Guarantees
Arxiv
0+阅读 · 2月18日
LLM-to-Speech: A Synthetic Data Pipeline for Training Dialectal Text-to-Speech Models
Arxiv
0+阅读 · 2月17日
A Scoping Review of Synthetic Data Generation by Language Models in Biomedical Research and Application: Data Utility and Quality Perspectives
Arxiv
0+阅读 · 2月17日
Developing AI Agents with Simulated Data: Why, what, and how?
Arxiv
0+阅读 · 2月17日
What Is Wrong with Synthetic Data for Scene Text Recognition? A Strong Synthetic Engine with Diverse Simulations and Self-Evolution
Arxiv
0+阅读 · 2月6日
ZebraPose: Zebra Detection and Pose Estimation using only Synthetic Data
Arxiv
0+阅读 · 2月11日
Motion Capture is Not the Target Domain: Scaling Synthetic Data for Learning Motion Representations
Arxiv
0+阅读 · 2月11日
Bias-Corrected Data Synthesis for Imbalanced Learning
Arxiv
0+阅读 · 2月15日
Automated rock joint trace mapping using a supervised learning model trained on synthetic data generated by parametric modelling
Arxiv
0+阅读 · 2月7日
Towards Active Synthetic Data Generation for Finetuning Language Models
Arxiv
0+阅读 · 2月9日
FHAIM: Fully Homomorphic AIM For Private Synthetic Data Generation
Arxiv
0+阅读 · 2月9日
Synthetic Dataset Generation and Validation for Robotic Surgery Instrument Segmentation
Arxiv
0+阅读 · 2月14日
Credit Risk Estimation with Non-Financial Features: Evidence from a Synthetic Istanbul Dataset
Arxiv
0+阅读 · 2月5日
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