SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 551–600 of 822 papers

TitleStatusHype
BARE: Leveraging Base Language Models for Few-Shot Synthetic Data Generation—0
BELLA: Black box model Explanations by Local Linear Approximations—0
Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming—0
Beyond Data Scarcity: A Frequency-Driven Framework for Zero-Shot Forecasting—0
Beyond the Norm: A Survey of Synthetic Data Generation for Rare Events—0
BJTU-WeChat's Systems for the WMT22 Chat Translation Task—0
Boosting Reward Model with Preference-Conditional Multi-Aspect Synthetic Data Generation—0
Brain Tumor Recurrence vs. Radiation Necrosis Classification and Patient Survivability Prediction—0
Bridging the Linguistic Divide: A Survey on Leveraging Large Language Models for Machine Translation—0
Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks—0
Building Adaptive Acceptability Classifiers for Neural NLG—0
Building Math Agents with Multi-Turn Iterative Preference Learning—0
CAGE: Probing Causal Relationships in Deep Generative Models—0
CALICO: Conversational Agent Localization via Synthetic Data Generation—0
Can Synthetic Data be Fair and Private? A Comparative Study of Synthetic Data Generation and Fairness Algorithms—0
Case Study: Fine-tuning Small Language Models for Accurate and Private CWE Detection in Python Code—0
Causal-TGAN: Generating Tabular Data Using Causal Generative Adversarial Networks—0
CDCGen: Cross-Domain Conditional Generation via Normalizing Flows and Adversarial Training—0
CEHR-GPT: Generating Electronic Health Records with Chronological Patient Timelines—0
Chain-of-Translation Prompting (CoTR): A Novel Prompting Technique for Low Resource Languages—0
Challenges and Limitations in the Synthetic Generation of mHealth Sensor Data—0
Chart-RCNN: Efficient Line Chart Data Extraction from Camera Images—0
ChatEMG: Synthetic Data Generation to Control a Robotic Hand Orthosis for Stroke—0
ChatLang-8: An LLM-Based Synthetic Data Generation Framework for Grammatical Error Correction—0
ClarifyCoder: Clarification-Aware Fine-Tuning for Programmatic Problem Solving—0
Clinical Evaluation of Medical Image Synthesis: A Case Study in Wireless Capsule Endoscopy—0
Clustering of Disease Trajectories with Explainable Machine Learning: A Case Study on Postoperative Delirium Phenotypes—0
Towards Feature Distribution Alignment and Diversity Enhancement for Data-Free Quantization—0
COCO_TS Dataset: Pixel-level Annotations Based on Weak Supervision for Scene Text Segmentation—0
CoddLLM: Empowering Large Language Models for Data Analytics—0
CoFinDiff: Controllable Financial Diffusion Model for Time Series Generation—0
COFS: Controllable Furniture layout Synthesis—0
Coincidental Generation—0
Composable Generative Models—0
Comprehensive Exploration of Synthetic Data Generation: A Survey—0
Compressing GANs using Knowledge Distillation—0
Conciseness: An Overlooked Language Task—0
Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data—0
Conditional Synthetic Data Generation for Personal Thermal Comfort Models—0
CONSULT: Contrastive Self-Supervised Learning for Few-shot Tumor Detection—0
Controlled Automatic Task-Specific Synthetic Data Generation for Hallucination Detection—0
Controlled Data Generation via Insertion Operations for NLU—0
COPILOT: Human-Environment Collision Prediction and Localization from Egocentric Videos—0
Copula Flows for Synthetic Data Generation—0
Corrigibility as a Singular Target: A Vision for Inherently Reliable Foundation Models—0
CORTEX-AVD: A Framework for CORner Case Testing and EXploration in Autonomous Vehicle Development—0
CryoCCD: Conditional Cycle-consistent Diffusion with Biophysical Modeling for Cryo-EM Synthesis—0
CTSyn: A Foundational Model for Cross Tabular Data Generation—0
Curating Grounded Synthetic Data with Global Perspectives for Equitable AI—0
Cut and Continuous Paste towards Real-time Deep Fall Detection—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