SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 676–700 of 822 papers

TitleStatusHype
GANs and alternative methods of synthetic noise generation for domain adaption of defect classification of Non-destructive ultrasonic testing—0
Generalizing Back-Translation in Neural Machine Translation—0
Generated Data with Fake Privacy: Hidden Dangers of Fine-tuning Large Language Models on Generated Data—0
Generating Faithful Synthetic Data with Large Language Models: A Case Study in Computational Social Science—0
Generating Realistic Synthetic Head Rotation Data for Extended Reality using Deep Learning—0
Generating Realistic Synthetic Relational Data through Graph Variational Autoencoders—0
Generating Reliable Synthetic Clinical Trial Data: The Role of Hyperparameter Optimization and Domain Constraints—0
Talk the Walk: Synthetic Data Generation for Conversational Music Recommendation—0
Generation of Anonymous Chest Radiographs Using Latent Diffusion Models for Training Thoracic Abnormality Classification Systems—0
Generation of Synthetic Electronic Health Records Using a Federated GAN—0
Generation of synthetic gait data: application to multiple sclerosis patients' gait patterns—0
Generative Adversarial Networks for Synthetic Data Generation: A Comparative Study—0
Generative adversarial network with object detector discriminator for enhanced defect detection on ultrasonic B-scans—0
Generative AI for Synthetic Data Generation: Methods, Challenges and the Future—0
Generative Data Augmentation Challenge: Zero-Shot Speech Synthesis for Personalized Speech Enhancement—0
Generative Distribution Prediction: A Unified Approach to Multimodal Learning—0
LiDAR-EDIT: LiDAR Data Generation by Editing the Object Layouts in Real-World Scenes—0
Efficient Generative Modeling via Penalized Optimal Transport Network—0
Generative Zoo—0
GenMM: Geometrically and Temporally Consistent Multimodal Data Generation for Video and LiDAR—0
Gen-n-Val: Agentic Image Data Generation and Validation—0
GenPalm: Contactless Palmprint Generation with Diffusion Models—0
Geometric Understanding of Sketches—0
GeoSim: Realistic Video Simulation via Geometry-Aware Composition for Self-Driving—0
Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry2—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