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Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 751–775 of 822 papers

TitleStatusHype
Synthetic Data Generation for Visual Detection of Flattened PET BottlesCode0
CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data GenerationCode0
Content Disentanglement for Semantically Consistent Synthetic-to-Real Domain AdaptationCode0
Mosaic: Data-Free Knowledge Distillation via Mixture-of-Experts for Heterogeneous Distributed EnvironmentsCode0
Conditioning on Time is All You Need for Synthetic Survival Data GenerationCode0
Enhancing Metabolic Syndrome Prediction with Hybrid Data Balancing and CounterfactualsCode0
BEAR: BGP Event Analysis and ReportingCode0
Synthetic data generation method for data-free knowledge distillation in regression neural networksCode0
Towards a Theoretical Understanding of Synthetic Data in LLM Post-Training: A Reverse-Bottleneck PerspectiveCode0
A Statistical Approach for Synthetic EEG Data GenerationCode0
Synthetic Data Generation of Body Motion Data by Neural Gas Network for Emotion RecognitionCode0
Enhancing human action recognition with GAN-based data augmentationCode0
Neural Descriptors: Self-Supervised Learning of Robust Local Surface Descriptors Using Polynomial PatchesCode0
Neural spell-checker: Beyond words with synthetic data generationCode0
A Semi-Synthetic Dataset Generation Framework for Causal Inference in Recommender SystemsCode0
Towards Synthetic Data Generation for Improved Pain Recognition in Videos under Patient ConstraintsCode0
Enhancing Hallucination Detection through Perturbation-Based Synthetic Data Generation in System ResponsesCode0
SMIR: Efficient Synthetic Data Pipeline To Improve Multi-Image ReasoningCode0
SMOClust: Synthetic Minority Oversampling based on Stream Clustering for Evolving Data StreamsCode0
Enhancing Domain-Specific Retrieval-Augmented Generation: Synthetic Data Generation and Evaluation using Reasoning ModelsCode0
Adversarial random forests for density estimation and generative modelingCode0
Aligning Actions and Walking to LLM-Generated Textual DescriptionsCode0
Synthetic Data Generation with Large Language Models for Personalized Community Question AnsweringCode0
Comparative study of models trained on synthetic data for Ukrainian grammatical error correctionCode0
VidModEx: Interpretable and Efficient Black Box Model Extraction for High-Dimensional SpacesCode0
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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