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Synthetic Data Generation
Synthetic Data Generation
The generation of tabular data by any means possible.
Papers
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Showing 661–670 of 822 papers
Title
Date
Tasks
Status
Hype
Quantum Down Sampling Filter for Variational Auto-encoder
Jan 9, 2025
Decoder
Image Reconstruction
Code
Code Available
0
Distributional Data Augmentation Methods for Low Resource Language
Sep 9, 2023
Data Augmentation
Synthetic Data Generation
Code
Code Available
0
ELOQ: Resources for Enhancing LLM Detection of Out-of-Scope Questions
Oct 18, 2024
Hallucination
Natural Questions
Code
Code Available
0
Advancing Uto-Aztecan Language Technologies: A Case Study on the Endangered Comanche Language
May 10, 2025
Language Identification
Synthetic Data Generation
Code
Code Available
0
Improved Generation of Synthetic Imaging Data Using Feature-Aligned Diffusion
Oct 1, 2024
Diversity
SSIM
Code
Code Available
0
GUIDE-VAE: Advancing Data Generation with User Information and Pattern Dictionaries
Nov 6, 2024
Imputation
Synthetic Data Generation
Code
Code Available
0
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction
Feb 17, 2024
Few-Shot Learning
Language Modelling
Code
Code Available
0
Give me Some Hard Questions: Synthetic Data Generation for Clinical QA
Dec 5, 2024
Question Answering
Question Generation
Code
Code Available
0
Differentially Private Synthetic Mixed-Type Data Generation For Unsupervised Learning
Dec 6, 2019
Diversity
Synthetic Data Generation
Code
Code Available
0
Boundless: Generating Photorealistic Synthetic Data for Object Detection in Urban Streetscapes
Sep 4, 2024
Object
object-detection
Code
Code Available
0
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All datasets
UCI Epileptic Seizure Recognition
UNSW-NB15
Benchmark Results
▼
UCI Epileptic Seizure Recognition
2 submissions
↑ higher is better
#
Model
Metric
Claimed
Verified
Status
1
corGAN
AUROC
0.92
—
Unverified
2
GAN
AUROC
0.87
—
Unverified
▼
UNSW-NB15
2 submissions
↑ higher is better
#
Model
Metric
Claimed
Verified
Status
1
kiNETGAN
EMD
0.07
—
Unverified
2
CTGAN
EMD
0.07
—
Unverified