SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 701–750 of 822 papers

TitleStatusHype
Graph-Convolutional-Beta-VAE for Synthetic Abdominal Aorta Aneurysm 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
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
Inference With Combining Rules From Multiple Differentially Private Synthetic Datasets—0
Instruction Data Generation and Unsupervised Adaptation for Speech Language Models—0
Integrating Unsupervised Data Generation into Self-Supervised Neural Machine Translation for Low-Resource Languages—0
Interpretable classification of wiki-review streams—0
Interpretable Solutions for Breast Cancer Diagnosis with Grammatical Evolution and Data Augmentation—0
Interrogating Paradigms in Self-supervised Graph Representation Learning—0
IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data—0
IRG: Generating Synthetic Relational Databases using Deep Learning with Insightful Relational Understanding—0
Is API Access to LLMs Useful for Generating Private Synthetic Tabular Data?—0
Joint Distributional Learning via Cramer-Wold Distance—0
Judge a Sentence by Its Content to Generate Grammatical Errors—0
JurEE not Judges: safeguarding llm interactions with small, specialised Encoder Ensembles—0
KAXAI: An Integrated Environment for Knowledge Analysis and Explainable AI—0
KiNETGAN: Enabling Distributed Network Intrusion Detection through Knowledge-Infused Synthetic Data Generation—0
KIPPS: Knowledge infusion in Privacy Preserving Synthetic Data Generation—0
Large language model as user daily behavior data generator: balancing population diversity and individual personality—0
Large Language Model Benchmarks in Medical Tasks—0
Latent Noise Injection for Private and Statistically Aligned Synthetic Data Generation—0
Learning Compositional Radiance Fields of Dynamic Human Heads—0
Learning Defect Prediction from Unrealistic Data—0
Learning from Reasoning Failures via Synthetic Data Generation—0
Learning to Generate Synthetic Data via Compositing—0
Learning Vine Copula Models For Synthetic Data Generation—0
Leveraging Contrastive Learning for Semantic Segmentation with Consistent Labels Across Varying Appearances—0
Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking—0
Leveraging GANs for data scarcity of COVID-19: Beyond the hype—0
Leveraging Open-Source Large Language Models for encoding Social Determinants of Health using an Intelligent Router—0
Leveraging Vertical Public-Private Split for Improved Synthetic Data Generation—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