SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 351–375 of 822 papers

TitleStatusHype
Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks—0
Are Pose Estimators Ready for the Open World? STAGE: Synthetic Data Generation Toolkit for Auditing 3D Human Pose Estimators—0
Bridging the Linguistic Divide: A Survey on Leveraging Large Language Models for Machine Translation—0
Diffusion Models for Tabular Data Imputation and Synthetic Data Generation—0
A quantum generative model for multi-dimensional time series using Hamiltonian learning—0
DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining—0
DiffLM: Controllable Synthetic Data Generation via Diffusion Language Models—0
DiffInject: Revisiting Debias via Synthetic Data Generation using Diffusion-based Style Injection—0
Brain Tumor Recurrence vs. Radiation Necrosis Classification and Patient Survivability Prediction—0
A Quantum Approach to Synthetic Minority Oversampling Technique (SMOTE)—0
AI-Generated Fall Data: Assessing LLMs and Diffusion Model for Wearable Fall Detection—0
A Comparative Study of Synthetic Data Generation Methods for Grammatical Error Correction—0
Differential Privacy Under Class Imbalance: Methods and Empirical Insights—0
Differentially Private Synthetic High-dimensional Tabular Stream—0
Differentially Private Synthetic Data Using KD-Trees—0
Differentially Private Synthetic Data Generation via Lipschitz-Regularised Variational Autoencoders—0
Differentially Private Normalizing Flows for Privacy-Preserving Density Estimation—0
Differentially Private Non Parametric Copulas: Generating synthetic data with non parametric copulas under privacy guarantees—0
Boosting Reward Model with Preference-Conditional Multi-Aspect Synthetic Data Generation—0
Approximate, Adapt, Anonymize (3A): a Framework for Privacy Preserving Training Data Release for Machine Learning—0
Differentially Private Federated Learning of Diffusion Models for Synthetic Tabular Data Generation—0
BJTU-WeChat's Systems for the WMT22 Chat Translation Task—0
AnySynth: Harnessing the Power of Image Synthetic Data Generation for Generalized Vision-Language Tasks—0
Detecting Independent Pronoun Bias with Partially-Synthetic Data Generation—0
Detecting Anomalous Invoice Line Items in the Legal Case Lifecycle—0
Show:102550
← PrevPage 15 of 33Next →
All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

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