SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–200 of 822 papers

TitleStatusHype
Enhanced Sound Event Localization and Detection in Real 360-degree audio-visual soundscapesCode1
EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language ModelsCode1
CCUP: A Controllable Synthetic Data Generation Pipeline for Pretraining Cloth-Changing Person Re-Identification ModelsCode0
PATE-GAN: Generating Synthetic Data with Differential Privacy GuaranteesCode0
A Kernelised Stein Statistic for Assessing Implicit Generative ModelsCode0
PAXQA: Generating Cross-lingual Question Answering Examples at Training ScaleCode0
Online Data Augmentation for Forecasting with Deep LearningCode0
A Comprehensive End-to-End Computer Vision Framework for Restoration and Recognition of Low-Quality Engineering DrawingsCode0
Optimization-Free Universal Watermark Forgery with Regenerative Diffusion ModelsCode0
Optimizing Synthetic Data for Enhanced Pancreatic Tumor SegmentationCode0
Burst Denoising with Kernel Prediction NetworksCode0
CraftRTL: High-quality Synthetic Data Generation for Verilog Code Models with Correct-by-Construction Non-Textual Representations and Targeted Code RepairCode0
Neural Descriptors: Self-Supervised Learning of Robust Local Surface Descriptors Using Polynomial PatchesCode0
AraSpot: Arabic Spoken Command SpottingCode0
Neural spell-checker: Beyond words with synthetic data generationCode0
Bridging the Generalisation Gap: Synthetic Data Generation for Multi-Site Clinical Model ValidationCode0
MMM and MMMSynth: Clustering of heterogeneous tabular data, and synthetic data generationCode0
Brain Tumor Synthetic Data Generation with Adaptive StyleGANsCode0
A Generic Deep Architecture for Single Image Reflection Removal and Image SmoothingCode0
Mosaic: Data-Free Knowledge Distillation via Mixture-of-Experts for Heterogeneous Distributed EnvironmentsCode0
Perturbation-Assisted Sample Synthesis: A Novel Approach for Uncertainty QuantificationCode0
Boundless: Generating Photorealistic Synthetic Data for Object Detection in Urban StreetscapesCode0
Advancing Uto-Aztecan Language Technologies: A Case Study on the Endangered Comanche LanguageCode0
Boosting Data Analytics With Synthetic Volume ExpansionCode0
LowCLIP: Adapting the CLIP Model Architecture for Low-Resource Languages in Multimodal Image Retrieval TaskCode0
Little Giants: Synthesizing High-Quality Embedding Data at ScaleCode0
Deep Empirical Risk Minimization in finance: looking into the futureCode0
LLM-based Automated Theorem Proving Hinges on Scalable Synthetic Data GenerationCode0
MC-GEN:Multi-level Clustering for Private Synthetic Data GenerationCode0
Beyond Sample-Level Feedback: Using Reference-Level Feedback to Guide Data SynthesisCode0
An Optimal and Scalable Matrix Mechanism for Noisy Marginals under Convex Loss FunctionsCode0
Beyond Classification: Financial Reasoning in State-of-the-Art Language ModelsCode0
Joint Selection: Adaptively Incorporating Public Information for Private Synthetic DataCode0
Beyond a Single Mode: GAN Ensembles for Diverse Medical Data GenerationCode0
IR2: Information Regularization for Information RetrievalCode0
Combining Data Generation and Active Learning for Low-Resource Question AnsweringCode0
Animal Detection in Man-made EnvironmentsCode0
Debiasing Synthetic Data Generated by Deep Generative ModelsCode0
Improving text-conditioned latent diffusion for cancer pathologyCode0
Iterative Methods for Private Synthetic Data: Unifying Framework and New MethodsCode0
Post-training Model Quantization Using GANs for Synthetic Data GenerationCode0
Correlation inference attacks against machine learning modelsCode0
Data Generation for Neural Programming by ExampleCode0
Improving Generalization of Synthetically Trained Sonar Image Descriptors for Underwater Place RecognitionCode0
HP-GAN: Probabilistic 3D human motion prediction via GANCode0
BEAR: BGP Event Analysis and ReportingCode0
Data-driven modeling of time-domain induced polarizationCode0
Hide-and-Seek Privacy ChallengeCode0
Bayesian Data Augmentation and Training for Perception DNN in Autonomous Aerial VehiclesCode0
GUIDE-VAE: Advancing Data Generation with User Information and Pattern DictionariesCode0
Show:102550
← PrevPage 4 of 17Next →
All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1corGANAUROC0.92—Unverified
2GANAUROC0.87—Unverified
#ModelMetricClaimedVerifiedStatus
1kiNETGANEMD0.07—Unverified
2CTGANEMD0.07—Unverified