SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 751–800 of 822 papers

TitleStatusHype
License Plate Images Generation with Diffusion Models—0
Lightweight Safety Guardrails via Synthetic Data and RL-guided Adversarial Training—0
Robust Synthetic Data-Driven Detection of Living-Off-the-Land Reverse Shells—0
LLM4GRN: Discovering Causal Gene Regulatory Networks with LLMs -- Evaluation through Synthetic Data Generation—0
LLM-based Code-Switched Text Generation for Grammatical Error Correction—0
LLM for Barcodes: Generating Diverse Synthetic Data for Identity Documents—0
LLMs-in-the-loop Part-1: Expert Small AI Models for Bio-Medical Text Translation—0
Local Look-Ahead Guidance via Verifier-in-the-Loop for Automated Theorem Proving—0
Log-Gaussian Gamma Processes for Training Bayesian Neural Networks in Raman and CARS Spectroscopies—0
Logical Reasoning for Task Oriented Dialogue Systems—0
Machine Learning for Synthetic Data Generation: A Review—0
MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification—0
Making Large Language Models into World Models with Precondition and Effect Knowledge—0
Making Sense of Data in the Wild: Data Analysis Automation at Scale—0
MALLM-GAN: Multi-Agent Large Language Model as Generative Adversarial Network for Synthesizing Tabular Data—0
MALT: Improving Reasoning with Multi-Agent LLM Training—0
MANTA -- Model Adapter Native generations that's Affordable—0
Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis—0
Mask Factory: Towards High-quality Synthetic Data Generation for Dichotomous Image Segmentation—0
DRIFTS: Optimizing Domain Randomization with Synthetic Data and Weight Interpolation for Fetal Brain Tissue Segmentation—0
Meta-Sim2: Unsupervised Learning of Scene Structure for Synthetic Data Generation—0
MetaSynth: Meta-Prompting-Driven Agentic Scaffolds for Diverse Synthetic Data Generation—0
Methods for generating and evaluating synthetic longitudinal patient data: a systematic review—0
MHDeep: Mental Health Disorder Detection System based on Body-Area and Deep Neural Networks—0
CogReact: A Reinforced Framework to Model Human Cognitive Reaction Modulated by Dynamic Intervention—0
Modeling supply chain compliance response strategies based on AI synthetic data with structural path regression: A Simulation Study of EU 2027 Mandatory Labor Regulations—0
Modernizing Old Photos Using Multiple References via Photorealistic Style Transfer—0
Monocular pose estimation of articulated surgical instruments in open surgery—0
MonoPlace3D: Learning 3D-Aware Object Placement for 3D Monocular Detection—0
MSCT: Addressing Time-Varying Confounding with Marginal Structural Causal Transformer for Counterfactual Post-Crash Traffic Prediction—0
Multi-Domain ABSA Conversation Dataset Generation via LLMs for Real-World Evaluation and Model Comparison—0
MultiFloodSynth: Multi-Annotated Flood Synthetic Dataset Generation—0
Multi-stage Training with Improved Negative Contrast for Neural Passage Retrieval—0
MVIP -- A Dataset and Methods for Application Oriented Multi-View and Multi-Modal Industrial Part Recognition—0
Needle: A Generative AI-Powered Multi-modal Database for Answering Complex Natural Language Queries—0
Neuro-Symbolic Scene Graph Conditioning for Synthetic Image Dataset Generation—0
NFDI4Health workflow and service for synthetic data generation, assessment and risk management—0
No more hard prompts: SoftSRV prompting for synthetic data generation—0
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models—0
Object detection and Autoencoder-based 6D pose estimation for highly cluttered Bin Picking—0
OceanSim: A GPU-Accelerated Underwater Robot Perception Simulation Framework—0
One-Shot Federated Learning for LEO Constellations that Reduces Convergence Time from Days to 90 Minutes—0
Online Differentially Private Synthetic Data Generation—0
On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey—0
On Synthetic Data Strategies for Domain-Specific Generative Retrieval—0
On the Effect of Purely Synthetic Training Data for Different Automatic Speech Recognition Architectures—0
On the Usefulness of Synthetic Tabular Data Generation—0
Optimizing the Privacy-Utility Balance using Synthetic Data and Configurable Perturbation Pipelines—0
Partition-based differentially private synthetic data generation—0
Synthetic Data Generators: Sequential and Private—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