SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 201–225 of 822 papers

TitleStatusHype
An Optimal and Scalable Matrix Mechanism for Noisy Marginals under Convex Loss FunctionsCode0
Improving text-conditioned latent diffusion for cancer pathologyCode0
BEAR: BGP Event Analysis and ReportingCode0
Data-driven modeling of time-domain induced polarizationCode0
MMM and MMMSynth: Clustering of heterogeneous tabular data, and synthetic data generationCode0
Detect, Distill and Update: Detect, Distill and Update: Learned DB Systems Facing Out of Distribution DataCode0
Improving Generalization of Synthetically Trained Sonar Image Descriptors for Underwater Place RecognitionCode0
Bayesian Data Augmentation and Training for Perception DNN in Autonomous Aerial VehiclesCode0
Combining Data Generation and Active Learning for Low-Resource Question AnsweringCode0
DFIMat: Decoupled Flexible Interactive Matting in Multi-Person ScenariosCode0
Data Augmentation with Variational Autoencoder for Imbalanced DatasetCode0
HTR-JAND: Handwritten Text Recognition with Joint Attention Network and Knowledge DistillationCode0
CyclePose -- Leveraging Cycle-Consistency for Annotation-Free Nuclei Segmentation in Fluorescence MicroscopyCode0
Analyzing Data-Centric Properties for Graph Contrastive LearningCode0
Improved Generation of Synthetic Imaging Data Using Feature-Aligned DiffusionCode0
Cut-and-Splat: Leveraging Gaussian Splatting for Synthetic Data GenerationCode0
Hide-and-Seek Privacy ChallengeCode0
How Good Are Synthetic Requirements ? Evaluating LLM-Generated Datasets for AI4RECode0
Balanced Face Dataset: Guiding StyleGAN to Generate Labeled Synthetic Face Image Dataset for Underrepresented GroupCode0
Advancing Uto-Aztecan Language Technologies: A Case Study on the Endangered Comanche LanguageCode0
GUIDE-VAE: Advancing Data Generation with User Information and Pattern DictionariesCode0
HP-GAN: Probabilistic 3D human motion prediction via GANCode0
IR2: Information Regularization for Information RetrievalCode0
Preserving logical and functional dependencies in synthetic tabular dataCode0
Give me Some Hard Questions: Synthetic Data Generation for Clinical QACode0
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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