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Synthetic Data Generation

Papers archive 2025-07-28

archive papers tagged: 822 · with a code link: 325 · where Syntology ran a sample: 52 (46 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (52 of 822 tagged: 46 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument)

Page 7 of 9: papers 601 to 700 of 822, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks
  21 Apr 2024 0 repositories listed
• ViFu: Multiple 360° Objects Reconstruction with Clean Background via Visible Part Fusion
  15 Apr 2024 0 repositories listed
• SiloFuse: Cross-silo Synthetic Data Generation with Latent Tabular Diffusion Models
  4 Apr 2024 0 repositories listed
• Synthetic Data Generation and Joint Learning for Robust Code-Mixed Translation
  25 Mar 2024 0 repositories listed
• Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?
  20 Mar 2024 0 repositories listed
• Six Levels of Privacy: A Framework for Financial Synthetic Data
  20 Mar 2024 0 repositories listed
• Automated data processing and feature engineering for deep learning and big data applications: a survey
  18 Mar 2024 0 repositories listed
• Structured Evaluation of Synthetic Tabular Data
  15 Mar 2024 0 repositories listed
• FewFedPIT: Towards Privacy-preserving and Few-shot Federated Instruction Tuning
  10 Mar 2024 0 repositories listed
• Generative AI for Synthetic Data Generation: Methods, Challenges and the Future
  7 Mar 2024 0 repositories listed
• Robust Synthetic Data-Driven Detection of Living-Off-the-Land Reverse Shells
  28 Feb 2024 0 repositories listed
• A Quantum Approach to Synthetic Minority Oversampling Technique (SMOTE)
  27 Feb 2024 0 repositories listed
• Enhancement of 3D Camera Synthetic Training Data with Noise Models
  26 Feb 2024 0 repositories listed
• Protect and Extend -- Using GANs for Synthetic Data Generation of Time-Series Medical Records
  21 Feb 2024 0 repositories listed
• Efficient Generative Modeling via Penalized Optimal Transport Network
  16 Feb 2024 0 repositories listed
• Online Differentially Private Synthetic Data Generation
  12 Feb 2024 0 repositories listed
• Descanning: From Scanned to the Original Images with a Color Correction Diffusion Model
  8 Feb 2024 0 repositories listed
• CEHR-GPT: Generating Electronic Health Records with Chronological Patient Timelines
  6 Feb 2024 0 repositories listed
• Enhancing crop classification accuracy by synthetic SAR-Optical data generation using deep learning
  3 Feb 2024 0 repositories listed
• Image-Text Out-Of-Context Detection Using Synthetic Multimodal Misinformation
  29 Jan 2024 0 repositories listed
• An Algorithm for Streaming Differentially Private Data
  26 Jan 2024 0 repositories listed
• Interpretable Solutions for Breast Cancer Diagnosis with Grammatical Evolution and Data Augmentation
  25 Jan 2024 0 repositories listed
• Socially Aware Synthetic Data Generation for Suicidal Ideation Detection Using Large Language Models
  25 Jan 2024 0 repositories listed
• Synthetic data enables faster annotation and robust segmentation for multi-object grasping in clutter
  24 Jan 2024 0 repositories listed
• Enhancing Object Detection Performance for Small Objects through Synthetic Data Generation and Proportional Class-Balancing Technique: A Comparative Study in Industrial Scenarios
  23 Jan 2024 0 repositories listed
• Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN
  10 Jan 2024 0 repositories listed
• Comprehensive Exploration of Synthetic Data Generation: A Survey
  4 Jan 2024 0 repositories listed
• Synthetic Data in AI: Challenges, Applications, and Ethical Implications
  3 Jan 2024 0 repositories listed
• KAXAI: An Integrated Environment for Knowledge Analysis and Explainable AI
  30 Dec 2023 0 repositories listed
• Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models
  21 Dec 2023 0 repositories listed
• TabMT: Generating tabular data with masked transformers
  11 Dec 2023 0 repositories listed
• I Can't Believe It's Not Better: In-air Movement For Alzheimer Handwriting Synthetic Generation
  8 Dec 2023 0 repositories listed
• GenQ: Quantization in Low Data Regimes with Generative Synthetic Data
  7 Dec 2023 0 repositories listed
• Balanced Marginal and Joint Distributional Learning via Mixture Cramer-Wold Distance
  6 Dec 2023 0 repositories listed
• Synthetic Data Generation Techniques for Developing AI-based Speech Assessments for Parkinson's Disease (A Comparative Study)
  4 Dec 2023 0 repositories listed
• Unlocking Spatial Comprehension in Text-to-Image Diffusion Models
  28 Nov 2023 0 repositories listed
• Synthetic Data Generation for Bridging Sim2Real Gap in a Production Environment
  18 Nov 2023 0 repositories listed
• 3-Dimensional residual neural architecture search for ultrasonic defect detection
  3 Nov 2023 0 repositories listed
• Learning Defect Prediction from Unrealistic Data
  2 Nov 2023 0 repositories listed
• Assessment of Differentially Private Synthetic Data for Utility and Fairness in End-to-End Machine Learning Pipelines for Tabular Data
  30 Oct 2023 0 repositories listed
• Decentralised, Scalable and Privacy-Preserving Synthetic Data Generation
  30 Oct 2023 0 repositories listed
• Joint Distributional Learning via Cramer-Wold Distance
  25 Oct 2023 0 repositories listed
• UAV-Sim: NeRF-based Synthetic Data Generation for UAV-based Perception
  25 Oct 2023 0 repositories listed
• Deep learning based on Transformer architecture for power system short-term voltage stability assessment with class imbalance
  18 Oct 2023 0 repositories listed
• Property-Aware Multi-Speaker Data Simulation: A Probabilistic Modelling Technique for Synthetic Data Generation
  18 Oct 2023 0 repositories listed
• Enhancing ML model accuracy for Digital VLSI circuits using diffusion models: A study on synthetic data generation
  15 Oct 2023 0 repositories listed
• Log-Gaussian Gamma Processes for Training Bayesian Neural Networks in Raman and CARS Spectroscopies
  12 Oct 2023 0 repositories listed
• Does Synthetic Data Make Large Language Models More Efficient?
  11 Oct 2023 0 repositories listed
• Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations
  11 Oct 2023 0 repositories listed
• Partition-based differentially private synthetic data generation
  10 Oct 2023 0 repositories listed
• Statistical properties and privacy guarantees of an original distance-based fully synthetic data generation method
  10 Oct 2023 0 repositories listed
• Hate Speech Detection in Limited Data Contexts using Synthetic Data Generation
  4 Oct 2023 0 repositories listed
• ProtoNER: Few shot Incremental Learning for Named Entity Recognition using Prototypical Networks
  3 Oct 2023 0 repositories listed
• A Unified Framework for Generative Data Augmentation: A Comprehensive Survey
  30 Sep 2023 0 repositories listed
• Synthetic Data Generation and Deep Learning for the Topological Analysis of 3D Data
  29 Sep 2023 0 repositories listed
• Industrial Application of 6D Pose Estimation for Robotic Manipulation in Automotive Internal Logistics
  25 Sep 2023 0 repositories listed
• Methods for generating and evaluating synthetic longitudinal patient data: a systematic review
  21 Sep 2023 0 repositories listed
• A Multi-label Classification Approach to Increase Expressivity of EMG-based Gesture Recognition
  13 Sep 2023 0 repositories listed
• A robust synthetic data generation framework for machine learning in High-Resolution Transmission Electron Microscopy (HRTEM)
  12 Sep 2023 0 repositories listed
• A supervised generative optimization approach for tabular data
  10 Sep 2023 0 repositories listed
• Steering Language Generation: Harnessing Contrastive Expert Guidance and Negative Prompting for Coherent and Diverse Synthetic Data Generation
  15 Aug 2023 0 repositories listed
• Method for Generating Synthetic Data Combining Chest Radiography Images with Tabular Clinical Information Using Dual Generative Models
  15 Aug 2023 0 repositories listed
• The Devil in the Details: Simple and Effective Optical Flow Synthetic Data Generation
  14 Aug 2023 0 repositories listed
• Enhancing Object Detection in Ancient Documents with Synthetic Data Generation and Transformer-Based Models
  29 Jul 2023 0 repositories listed
• Deep Generative Models, Synthetic Tabular Data, and Differential Privacy: An Overview and Synthesis
  28 Jul 2023 0 repositories listed
• Smart Infrastructure: A Research Junction
  12 Jul 2023 0 repositories listed
• Approximate, Adapt, Anonymize (3A): a Framework for Privacy Preserving Training Data Release for Machine Learning
  4 Jul 2023 0 repositories listed
• FFPDG: Fast, Fair and Private Data Generation
  30 Jun 2023 0 repositories listed
• On the Usefulness of Synthetic Tabular Data Generation
  27 Jun 2023 0 repositories listed
• Data-Driven Approach for Formality-Sensitive Machine Translation: Language-Specific Handling and Synthetic Data Generation
  26 Jun 2023 0 repositories listed
• Exploring the Effectiveness of Dataset Synthesis: An application of Apple Detection in Orchards
  20 Jun 2023 0 repositories listed
• Differentially Private Synthetic Data Using KD-Trees
  19 Jun 2023 0 repositories listed
• The Big Data Myth: Using Diffusion Models for Dataset Generation to Train Deep Detection Models
  16 Jun 2023 0 repositories listed
• Brain Tumor Recurrence vs. Radiation Necrosis Classification and Patient Survivability Prediction
  5 Jun 2023 0 repositories listed
• GANs and alternative methods of synthetic noise generation for domain adaption of defect classification of Non-destructive ultrasonic testing
  2 Jun 2023 0 repositories listed
• Generating Faithful Synthetic Data with Large Language Models: A Case Study in Computational Social Science
  24 May 2023 0 repositories listed
• Post-processing Private Synthetic Data for Improving Utility on Selected Measures
  24 May 2023 0 repositories listed
• One-Shot Federated Learning for LEO Constellations that Reduces Convergence Time from Days to 90 Minutes
  21 May 2023 0 repositories listed
• Exploring the Viability of Synthetic Query Generation for Relevance Prediction
  19 May 2023 0 repositories listed
• BELLA: Black box model Explanations by Local Linear Approximations
  18 May 2023 0 repositories listed
• Utility Theory of Synthetic Data Generation
  17 May 2023 0 repositories listed
• Analyzing Bias in Diffusion-based Face Generation Models
  10 May 2023 0 repositories listed
• DOCTOR: A Multi-Disease Detection Continual Learning Framework Based on Wearable Medical Sensors
  9 May 2023 0 repositories listed
• Differentially Private Synthetic Data Generation via Lipschitz-Regularised Variational Autoencoders
  22 Apr 2023 0 repositories listed
• Synthetically Generating Human-like Data for Sequential Decision Making Tasks via Reward-Shaped Imitation Learning
  14 Apr 2023 0 repositories listed
• Modernizing Old Photos Using Multiple References via Photorealistic Style Transfer
  10 Apr 2023 0 repositories listed
• Leveraging GANs for data scarcity of COVID-19: Beyond the hype
  7 Apr 2023 0 repositories listed
• Coincidental Generation
  3 Apr 2023 0 repositories listed
• Unsupervised Domain Transfer with Conditional Invertible Neural Networks
  17 Mar 2023 0 repositories listed
• Does Synthetic Data Generation of LLMs Help Clinical Text Mining?
  8 Mar 2023 0 repositories listed
• Synthesizing Mixed-type Electronic Health Records using Diffusion Models
  28 Feb 2023 0 repositories listed
• Machine Learning for Synthetic Data Generation: A Review
  8 Feb 2023 0 repositories listed
• A Modified CTGAN-Plus-Features Based Method for Optimal Asset Allocation
  5 Feb 2023 0 repositories listed
• PromptMix: Text-to-image diffusion models enhance the performance of lightweight networks
  30 Jan 2023 0 repositories listed
• Talk the Walk: Synthetic Data Generation for Conversational Music Recommendation
  27 Jan 2023 0 repositories listed
• Simplex Autoencoders
  16 Jan 2023 0 repositories listed
• CogReact: A Reinforced Framework to Model Human Cognitive Reaction Modulated by Dynamic Intervention
  15 Jan 2023 0 repositories listed
• Domain Generalization via Ensemble Stacking for Face Presentation Attack Detection
  5 Jan 2023 0 repositories listed
• Privacy-Preserving Domain Adaptation of Semantic Parsers
  20 Dec 2022 0 repositories listed
• 3D Segmentation of Humans in Point Clouds with Synthetic Data
  1 Dec 2022 0 repositories listed