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
Learning to Generate Synthetic Data via Compositing—0
COCO_TS Dataset: Pixel-level Annotations Based on Weak Supervision for Scene Text Segmentation—0
DepthwiseGANs: Fast Training Generative Adversarial Networks for Realistic Image Synthesis—0
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
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
Burst Denoising with Kernel Prediction NetworksCode0
Separating Reflection and Transmission Images in the Wild—0
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
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
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