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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
Privacy-Preserving Synthetic Educational Data GenerationCode0
Controlled Data Generation via Insertion Operations for NLU—0
Identification of Binary Neutron Star Mergers in Gravitational-Wave Data Using YOLO One-Shot Object Detection—0
Improving Correlation Capture in Generating Imbalanced Data using Differentially Private Conditional GANs—0
ConvGeN: Convex space learning improves deep-generative oversampling for tabular imbalanced classification on smaller datasetsCode0
Unsupervised Kinematic Motion Detection for Part-segmented 3D Shape CollectionsCode0
Pythae: Unifying Generative Autoencoders in Python -- A Benchmarking Use Case—0
Private Synthetic Data with Hierarchical Structure—0
A Survey on Deep Learning for Skin Lesion SegmentationCode0
Empirical Analysis of Noising Scheme based Synthetic Data Generation for Automatic Post-editing—0
Synthetic Data Generation for Multilingual Domain-Adaptable Question Answering Systems—0
A Kernelised Stein Statistic for Assessing Implicit Generative ModelsCode0
Hands-Up: Leveraging Synthetic Data for Hands-On-Wheel Detection—0
COFS: Controllable Furniture layout Synthesis—0
MC-GEN:Multi-level Clustering for Private Synthetic Data GenerationCode0
Adversarial random forests for density estimation and generative modelingCode0
Virtual passengers for real car solutions: synthetic datasets—0
Synthetic Point Cloud Generation for Class Segmentation Applications—0
Towards Feature Distribution Alignment and Diversity Enhancement for Data-Free Quantization—0
Spending Privacy Budget Fairly and Wisely—0
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information RetrievalCode0
A quantum generative model for multi-dimensional time series using Hamiltonian learning—0
Geometric Understanding of Sketches—0
Effect of Balancing Data Using Synthetic Data on the Performance of Machine Learning Classifiers for Intrusion Detection in Computer Networks—0
deepNIR: Datasets for generating synthetic NIR images and improved fruit detection system using deep learning techniques—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