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
Graph-Convolutional-Beta-VAE for Synthetic Abdominal Aorta Aneurysm Generation—0
Comprehensive Exploration of Synthetic Data Generation: A Survey—0
Curating Grounded Synthetic Data with Global Perspectives for Equitable AI—0
ALMA: Alignment with Minimal Annotation—0
FFPDG: Fast, Fair and Private Data Generation—0
Hands-Up: Leveraging Synthetic Data for Hands-On-Wheel Detection—0
Harnessing LLMs for API Interactions: A Framework for Classification and Synthetic Data Generation—0
Hate Speech Detection in Limited Data Contexts using Synthetic Data Generation—0
Balancing Cost and Effectiveness of Synthetic Data Generation Strategies for LLMs—0
Hierarchical Conditional Tabular GAN for Multi-Tabular Synthetic Data Generation—0
Composable Generative Models—0
High-throughput digital twin framework for predicting neurite deterioration using MetaFormer attention—0
Algorithms for Collaborative Machine Learning under Statistical Heterogeneity—0
BARE: Leveraging Base Language Models for Few-Shot Synthetic Data Generation—0
FedSyn: Synthetic Data Generation using Federated Learning—0
License Plate Images Generation with Diffusion Models—0
Hybrid Deep Learning Model using SPCAGAN Augmentation for Insider Threat Analysis—0
HydraGAN A Multi-head, Multi-objective Approach to Synthetic Data Generation—0
I Can't Believe It's Not Better: In-air Movement For Alzheimer Handwriting Synthetic Generation—0
Identification of Binary Neutron Star Mergers in Gravitational-Wave Data Using YOLO One-Shot Object Detection—0
Image-Text Out-Of-Context Detection Using Synthetic Multimodal Misinformation—0
Imperfect ImaGANation: Implications of GANs Exacerbating Biases on Facial Data Augmentation and Snapchat Selfie Lenses—0
Improved α-GAN architecture for generating 3D connected volumes with an application to radiosurgery treatment planning—0
Data Enrichment Opportunities for Distribution Grid Cable Networks using Variational Autoencoders—0
FewFedPIT: Towards Privacy-preserving and Few-shot Federated Instruction Tuning—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