SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 501–525 of 822 papers

TitleStatusHype
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
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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