SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 501–550 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
What Makes and Breaks Safety Fine-tuning? A Mechanistic Study—0
When in Doubt, Cascade: Towards Building Efficient and Capable Guardrails—0
Which is the best model for my data?—0
Winning Amazon KDD Cup'24—0
XL-Instruct: Synthetic Data for Cross-Lingual Open-Ended Generation—0
Zero-shot Cross-Lingual Transfer for Synthetic Data Generation in Grammatical Error Detection—0
zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation—0
Hierarchical Conditional Tabular GAN for Multi-Tabular Synthetic Data Generation—0
High-precision medical speech recognition through synthetic data and semantic correction: UNITED-MEDASR—0
High-throughput digital twin framework for predicting neurite deterioration using MetaFormer attention—0
HILGEN: Hierarchically-Informed Data Generation for Biomedical NER Using Knowledgebases and Large Language 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
Improving Adversarial Robustness by Contrastive Guided Diffusion Process—0
Improving Correlation Capture in Generating Imbalanced Data using Differentially Private Conditional GANs—0
Improving Equity in Health Modeling with GPT4-Turbo Generated Synthetic Data: A Comparative Study—0
Improving generalization with synthetic training data for deep learning based quality inspection—0
Improving Heart Rejection Detection in XPCI Images Using Synthetic Data Augmentation—0
Improving Omics-Based Classification: The Role of Feature Selection and Synthetic Data Generation—0
Industrial Application of 6D Pose Estimation for Robotic Manipulation in Automotive Internal Logistics—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