synthetic-data

Documents about synthetic-data

• The Novel Addiction Assessment Study in Synthetic Drugs Addiction#876720ClinicalTrials.gov
• NeMo Data Designer: An Extensible Framework for Multimodal Synthetic Data Generation#1011424arXiv (All)
• High-Fidelity Synthetic Dataset for Hypertension Prediction#347324Figshare
• High-Fidelity Synthetic Dataset for Diabetes Prediction#347331Figshare
• SAGA: Synthetic Agentic Graph Architecture for Temporal Benchmark Generation#386986arXiv CS
• Data associated with 'Beyond conventional skyrmions in synthetic antiferromagnets'#427030Enlighten Research Data
• Synthetic Data Generation for Augmenting Small Samples#609764arXiv (All)
• Seq2Synth: Benchmarking Temporal Fidelity in Synthetic Sequential Tabular Data#799005arXiv (All)
• Privacy-Aware Synthetic Tabular Data Generation for Healthcare: Application to Sepsis Detection.#232360NCBI PubMed Central
• Addressing the Challenges in Using Synthetic Data for Health Research: Application to Cardiology.#422988NCBI PubMed Central
• High-Fidelity Synthetic Dataset for Spam Detection#350245Figshare
• Can synthetic data reproduce real-world findings in epidemiology? A replication study using adversarial random forests#965655Bielefeld Pub
• On synthetic data: a brief introduction for data protection law dummies#461682OpenAlex
• Property-Driven Synthetic Data Engineering for Data-Scarce Software Systems: Reflections from the Breast Cancer Domain#346578arXiv CS
• Private Seeds, Public LLMs: Realistic and Privacy-Preserving Synthetic Data Generation#2468arXiv CS
• Phantoms and Disclosures: a Causal Framework for Auditing Synthetic Data#280199arXiv CS
• Critical Percolation as a Synthetic Data Model for Interpretability#290593arXiv CS
• ScratchSim: A Procedural Synthetic Data Pipeline for Surface Scratch Detection#411078arXiv CS
• Overcoming Data Scarcity and Confidentiality in Hardware Assurance via Synthetic Generation#441672arXiv CS
• Novel Knowledge-Guided Generative Methods for Synthetic Transcriptomic Data#451307arXiv CS
• Training with synthetic data for drone detection in thermal imagery#463269arXiv CS
• annotation data of <i>S. glabra</i>#475626Figshare
• Position: Privacy Is a Claim, Not a Property of Synthetic Data#627597arXiv CS
• Assessing the Validity of Large Language Models as Synthetic Survey Respondents: Autonomous Completion, Internal Consistency, and Demographic Fidelity#414642DigitalCommons@Kennesaw State University
• A case study comparing anonymized and synthetic health insurance claims data for medication safety assessments.#30598NCBI PubMed Central
• TOWARD PERSONALIZED INTELLIGENCE AT SCALE#929193ScholarlyCommons
• SynThermFace: Amplifying Limited Paired Data for Visible-Thermal Face Recognition via Synthetic Data Generation#997196arXiv (All)
• High-Fidelity Synthetic Dataset for Online Shoppers Purchasing Intention#350259Figshare
• A Consensus Privacy Metrics Framework for Synthetic Data#173257arXiv (OAI)
• Neural Network Copulas for Generating Synthetic Test Data Preserving Psychometric Properties.#232196NCBI PubMed Central
• Ethic and legal management of high fidelity synthetic clinical data#276901OSF
• When Does Synthetic Data Augmentation Improve Score-Based Imbalanced Classification?#307004arXiv CS
• OncoSynth: Synthetic data generation for treatment effect estimation in oncology#307033arXiv CS
• Collaborative Synthetic Data Generation for Knowledge Transfer in Federated Learning#349627arXiv CS
• Machine Learning for Cardiovascular Prevention Prescriptions: Real-World vs. Synthetic Data#364034HAL (France)
• SynPre-FL: Synthetic data-driven pretraining integrated Federated Learning training framework#394384arXiv CS
• SKT: Skill-Use Training at Scale via Verified Synthetic Data Generation#424028arXiv CS
• LLMs Get Smarter from Targeted Synthetic Multilingual Data#616576arXiv (OAI Expanded)
• LLMs Get Smarter from Targeted Synthetic Multilingual Data#617076arXiv (All)
• Valid Inference with Synthetic Data via Task Exchangeability#650899arXiv (OAI Expanded)
• Valid Inference with Synthetic Data via Task Exchangeability#652352arXiv (All)
• Generating Synthetic Data for Medical Imaging#679313OpenAlex
• The Future of Testing in Life Insurance: Exploring the Role of Synthetic Data#707385PhilArchive
• Artificial Intelligence-Generated Synthetic Data in Healthcare: A False Promise for Underserved Populations?#785514NCBI PubMed Central
• Geodesic Synthetic Control Methods for Random Objects and Functional Data#789425arXiv (OAI Expanded)
• Geodesic Synthetic Control Methods for Random Objects and Functional Data#793429arXiv (All)
• Cluster-induced target shift and synthetic approximation for high-dimensional clustered data#1013576arXiv (All)
• Towards Scaling Marine Perception with Synthetic Data#1034480arXiv (All)
• A Unified Framework for Quantifying Privacy Risk in Synthetic Data#400420OpenAlex
• High-Fidelity Synthetic Dataset for Cervical Cancer Risk Factors#347340Figshare