SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 801–822 of 822 papers

TitleStatusHype
Synthetic Data Generators: Sequential and Private—0
Compressing GANs using Knowledge Distillation—0
Learning Vine Copula Models For Synthetic Data Generation—0
Domain Randomization for Scene-Specific Car Detection and Pose EstimationCode0
UnrealROX: An eXtremely Photorealistic Virtual Reality Environment for Robotics Simulations and Synthetic Data GenerationCode0
Robust 6D Object Pose Estimation in Cluttered Scenes using Semantic Segmentation and Pose Regression Networks—0
Scenic: A Language for Scenario Specification and Scene GenerationCode1
Synthetically Supervised Feature Learning for Scene Text Recognition—0
Synthetically Trained Icon Proposals for Parsing and Summarizing InfographicsCode0
Synthetic data generation for end-to-end thermal infrared tracking—0
Synthetic data generation for Indic handwritten text recognition—0
Effective deep learning training for single-image super-resolution in endomicroscopy exploiting video-registration-based reconstruction—0
Separating Reflection and Transmission Images in the Wild—0
Burst Denoising with Kernel Prediction NetworksCode0
HP-GAN: Probabilistic 3D human motion prediction via GANCode0
Procedural Modeling and Physically Based Rendering for Synthetic Data Generation in Automotive Applications—0
A Generic Deep Architecture for Single Image Reflection Removal and Image SmoothingCode0
Improved Training of Wasserstein GANsCode1
A Self-supervised Learning System for Object Detection using Physics Simulation and Multi-view Pose EstimationCode0
DepthSynth: Real-Time Realistic Synthetic Data Generation from CAD Models for 2.5D Recognition—0
Wasserstein GANCode1
Empirical Similarity for Absent Data Generation in Imbalanced Classification—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