SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 451–500 of 822 papers

TitleStatusHype
Theorem Prover as a Judge for Synthetic Data Generation—0
The Prompt is Mightier than the Example—0
The Synthetic Mirror -- Synthetic Data at the Age of Agentic AI—0
The Volctrans Machine Translation System for WMT20—0
Time Series Language Model for Descriptive Caption Generation—0
Towards a framework on tabular synthetic data generation: a minimalist approach: theory, use cases, and limitations—0
Towards Synthetic Multivariate Time Series Generation for Flare Forecasting—0
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though—0
Transitioning from Real to Synthetic data: Quantifying the bias in model—0
Trustable and Automated Machine Learning Running with Blockchain and Its Applications—0
TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification—0
Tubular Shape Aware Data Generation for Semantic Segmentation in Medical Imaging—0
TUTOR: Training Neural Networks Using Decision Rules as Model Priors—0
Typhoon T1: An Open Thai Reasoning Model—0
UAV-Sim: NeRF-based Synthetic Data Generation for UAV-based Perception—0
Uni-AIMS: AI-Powered Microscopy Image Analysis—0
Unified Multi-Task Learning & Model Fusion for Efficient Language Model Guardrailing—0
Unlocking Spatial Comprehension in Text-to-Image Diffusion Models—0
Unlocking the Potential of Large Language Models in the Nuclear Industry with Synthetic Data—0
Unpicking Data at the Seams: VAEs, Disentanglement and Independent Components—0
Unsupervised and Interpretable Synthesizing for Electrical Time Series Based on Information Maximizing Generative Adversarial Nets—0
Unsupervised Data Validation Methods for Efficient Model Training—0
Unsupervised Domain Transfer with Conditional Invertible Neural Networks—0
Unsupervised Adaptation for Synthetic-to-Real Handwritten Word Recognition—0
Unveiling Synthetic Faces: How Synthetic Datasets Can Expose Real Identities—0
UPose3D: Uncertainty-Aware 3D Human Pose Estimation with Cross-View and Temporal Cues—0
User Simulation in the Era of Generative AI: User Modeling, Synthetic Data Generation, and System Evaluation—0
Utility Theory of Synthetic Data Generation—0
Value Alignment from Unstructured Text—0
Variational Autoencoder Generative Adversarial Network for Synthetic Data Generation in Smart Home—0
Variational Autoencoders for Generative Modelling of Water Cherenkov Detectors—0
VietMix: A Naturally Occurring Vietnamese-English Code-Mixed Corpus with Iterative Augmentation for Machine Translation—0
ViFu: Multiple 360^ Objects Reconstruction with Clean Background via Visible Part Fusion—0
Virtual passengers for real car solutions: synthetic datasets—0
Virtual Temporal Samples for Recurrent Neural Networks: applied to semantic segmentation in agriculture—0
Watermarking Generative Categorical Data—0
Weak-to-Strong Compositional Learning from Generative Models for Language-based Object Detection—0
WeChat Neural Machine Translation Systems for WMT20—0
WeChat Neural Machine Translation Systems for WMT21—0
Well log data generation and imputation using sequence-based generative adversarial networks—0
What Makes and Breaks Safety Fine-tuning? A Mechanistic Study—0
When in Doubt, Cascade: Towards Building Efficient and Capable Guardrails—0
Which is the best model for my data?—0
Winning Amazon KDD Cup'24—0
XL-Instruct: Synthetic Data for Cross-Lingual Open-Ended Generation—0
Zero-shot Cross-Lingual Transfer for Synthetic Data Generation in Grammatical Error Detection—0
zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation—0
Principal Component Clustering for Semantic Segmentation in Synthetic Data Generation—0
Algorithms for Collaborative Machine Learning under Statistical Heterogeneity—0
ABC Align: Large Language Model Alignment for Safety & Accuracy—0
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All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1corGANAUROC0.92—Unverified
2GANAUROC0.87—Unverified
#ModelMetricClaimedVerifiedStatus
1kiNETGANEMD0.07—Unverified
2CTGANEMD0.07—Unverified