SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 451–500 of 822 papers

TitleStatusHype
A Comprehensive End-to-End Computer Vision Framework for Restoration and Recognition of Low-Quality Engineering DrawingsCode0
Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models—0
RetailSynth: Synthetic Data Generation for Retail AI Systems EvaluationCode1
View-Dependent Octree-based Mesh Extraction in Unbounded Scenes for Procedural Synthetic DataCode1
Combining propensity score methods with variational autoencoders for generating synthetic data in presence of latent sub-groupsCode0
TabMT: Generating tabular data with masked transformers—0
D3A-TS: Denoising-Driven Data Augmentation in Time SeriesCode1
I Can't Believe It's Not Better: In-air Movement For Alzheimer Handwriting Synthetic Generation—0
GenQ: Quantization in Low Data Regimes with Generative Synthetic DataCode0
Balanced Marginal and Joint Distributional Learning via Mixture Cramer-Wold Distance—0
Synthetic Data Generation Techniques for Developing AI-based Speech Assessments for Parkinson's Disease (A Comparative Study)—0
Enhancing Algorithm Performance Understanding through tsMorph: Generating Semi-Synthetic Time Series for Robust Forecasting EvaluationCode0
Unlocking Spatial Comprehension in Text-to-Image Diffusion Models—0
Privacy-Preserving Data Sharing in Agriculture: Enforcing Policy Rules for Secure and Confidential Data SynthesisCode0
SafeSea: Synthetic Data Generation for Adverse & Low Probability Maritime ConditionsCode0
Synthetic Data Generation for Bridging Sim2Real Gap in a Production Environment—0
SurvTimeSurvival: Survival Analysis On The Patient With Multiple Visits/RecordsCode0
GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and DecodingCode0
Relation Extraction in underexplored biomedical domains: A diversity-optimised sampling and synthetic data generation approachCode0
3-Dimensional residual neural architecture search for ultrasonic defect detection—0
Learning Defect Prediction from Unrealistic Data—0
Decentralised, Scalable and Privacy-Preserving Synthetic Data Generation—0
Assessment of Differentially Private Synthetic Data for Utility and Fairness in End-to-End Machine Learning Pipelines for Tabular Data—0
MMM and MMMSynth: Clustering of heterogeneous tabular data, and synthetic data generationCode0
Boosting Data Analytics With Synthetic Volume ExpansionCode0
Reimagining Synthetic Tabular Data Generation through Data-Centric AI: A Comprehensive BenchmarkCode0
Joint Distributional Learning via Cramer-Wold Distance—0
UAV-Sim: NeRF-based Synthetic Data Generation for UAV-based Perception—0
AutoDiff: combining Auto-encoder and Diffusion model for tabular data synthesizingCode1
Property-Aware Multi-Speaker Data Simulation: A Probabilistic Modelling Technique for Synthetic Data Generation—0
Deep learning based on Transformer architecture for power system short-term voltage stability assessment with class imbalance—0
Enhancing ML model accuracy for Digital VLSI circuits using diffusion models: A study on synthetic data generation—0
Log-Gaussian Gamma Processes for Training Bayesian Neural Networks in Raman and CARS Spectroscopies—0
Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations—0
Does Synthetic Data Make Large Language Models More Efficient?—0
Partition-based differentially private synthetic data generation—0
Statistical properties and privacy guarantees of an original distance-based fully synthetic data generation method—0
WinSyn: A High Resolution Testbed for Synthetic DataCode0
FLAIM: AIM-based Synthetic Data Generation in the Federated SettingCode0
Stable Training of Probabilistic Models Using the Leave-One-Out Maximum Log-Likelihood ObjectiveCode0
Hate Speech Detection in Limited Data Contexts using Synthetic Data Generation—0
ProtoNER: Few shot Incremental Learning for Named Entity Recognition using Prototypical Networks—0
Synthetic Data Generation in Low-Resource Settings via Fine-Tuning of Large Language Models—0
A Unified Framework for Generative Data Augmentation: A Comprehensive Survey—0
Synthetic Data Generation and Deep Learning for the Topological Analysis of 3D Data—0
Industrial Application of 6D Pose Estimation for Robotic Manipulation in Automotive Internal Logistics—0
Methods for generating and evaluating synthetic longitudinal patient data: a systematic review—0
GECTurk: Grammatical Error Correction and Detection Dataset for TurkishCode1
A Multi-label Classification Approach to Increase Expressivity of EMG-based Gesture Recognition—0
CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data GenerationCode0
Show:102550
← PrevPage 10 of 17Next →
All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

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