Browse State-of-the-Art › Synthetic Data Generation › Papers, page 5
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 5 of 9: papers 401 to 500 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.
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Assessing Generative Models for Structured Data26 Mar 2025 0 repositories listed
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Small Object Detection: A Comprehensive Survey on Challenges, Techniques and Real-World Applications26 Mar 2025 0 repositories listed
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Scaling Laws of Synthetic Data for Language Models25 Mar 2025 0 repositories listed
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Neuro-Symbolic Scene Graph Conditioning for Synthetic Image Dataset Generation21 Mar 2025 0 repositories listed
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Project Jenkins: Turning Monkey Neural Data into Robotic Arm Movement, and Back19 Mar 2025 0 repositories listed
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Synthetic Data Generation Using Large Language Models: Advances in Text and Code18 Mar 2025 0 repositories listed
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AugGen: Synthetic Augmentation Can Improve Discriminative Models14 Mar 2025 0 repositories listed
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CyclePose -- Leveraging Cycle-Consistency for Annotation-Free Nuclei Segmentation in Fluorescence Microscopy14 Mar 2025 0 repositories listed
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Active Learning Inspired ControlNet Guidance for Augmenting Semantic Segmentation Datasets12 Mar 2025 0 repositories listed
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Local Look-Ahead Guidance via Verifier-in-the-Loop for Automated Theorem Proving12 Mar 2025 0 repositories listed
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Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks12 Mar 2025 0 repositories listed
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Synthetic Data Generation for Minimum-Exposure Navigation in a Time-Varying Environment using Generative AI Models9 Mar 2025 0 repositories listed
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Attention-Based Synthetic Data Generation for Calibration-Enhanced Survival Analysis: A Case Study for Chronic Kidney Disease Using Electronic Health Records8 Mar 2025 0 repositories listed
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A Consensus Privacy Metrics Framework for Synthetic Data6 Mar 2025 0 repositories listed
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CoFinDiff: Controllable Financial Diffusion Model for Time Series Generation6 Mar 2025 0 repositories listed
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HILGEN: Hierarchically-Informed Data Generation for Biomedical NER Using Knowledgebases and Large Language Models6 Mar 2025 0 repositories listed
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Rethinking Synthetic Data definitions: A privacy driven approach5 Mar 2025 0 repositories listed
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Robust Learning of Diverse Code Edits5 Mar 2025 0 repositories listed
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SpinML: Customized Synthetic Data Generation for Private Training of Specialized ML Models5 Mar 2025 0 repositories listed
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OceanSim: A GPU-Accelerated Underwater Robot Perception Simulation Framework3 Mar 2025 0 repositories listed
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On Synthetic Data Strategies for Domain-Specific Generative Retrieval25 Feb 2025 0 repositories listed
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24 Feb 2025 0 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Predicting Liquidity-Aware Bond Yields using Causal GANs and Deep Reinforcement Learning with LLM Evaluation24 Feb 2025 0 repositories listed
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RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis23 Feb 2025 0 repositories listed
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MVIP -- A Dataset and Methods for Application Oriented Multi-View and Multi-Modal Industrial Part Recognition21 Feb 2025 0 repositories listed
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The Canary's Echo: Auditing Privacy Risks of LLM-Generated Synthetic Text19 Feb 2025 0 repositories listed
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Theorem Prover as a Judge for Synthetic Data Generation18 Feb 2025 0 repositories listed
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From Gaming to Research: GTA V for Synthetic Data Generation for Robotics and Navigations17 Feb 2025 0 repositories listed
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ShapeLib: Designing a library of programmatic 3D shape abstractions with Large Language Models13 Feb 2025 0 repositories listed
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Typhoon T1: An Open Thai Reasoning Model13 Feb 2025 0 repositories listed
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Generative Distribution Prediction: A Unified Approach to Multimodal Learning10 Feb 2025 0 repositories listed
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Is API Access to LLMs Useful for Generating Private Synthetic Tabular Data?10 Feb 2025 0 repositories listed
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Scalable and Ethical Insider Threat Detection through Data Synthesis and Analysis by LLMs10 Feb 2025 0 repositories listed
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MultiFloodSynth: Multi-Annotated Flood Synthetic Dataset Generation6 Feb 2025 0 repositories listed
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Automatic Prompt Optimization Techniques: Exploring the Potential for Synthetic Data Generation5 Feb 2025 0 repositories listed
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Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry25 Feb 2025 0 repositories listed
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BARE: Leveraging Base Language Models for Few-Shot Synthetic Data Generation3 Feb 2025 0 repositories listed
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CoddLLM: Empowering Large Language Models for Data Analytics1 Feb 2025 0 repositories listed
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Synthetic Data Generation for Augmenting Small Samples30 Jan 2025 0 repositories listed
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Making Sense of Data in the Wild: Data Analysis Automation at Scale27 Jan 2025 0 repositories listed
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Programming by Examples Meets Historical Linguistics: A Large Language Model Based Approach to Sound Law Induction27 Jan 2025 0 repositories listed
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Generative Data Augmentation Challenge: Zero-Shot Speech Synthesis for Personalized Speech Enhancement23 Jan 2025 0 repositories listed
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Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation20 Jan 2025 0 repositories listed
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Data Enrichment Opportunities for Distribution Grid Cable Networks using Variational Autoencoders19 Jan 2025 0 repositories listed
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Sequential PatchCore: Anomaly Detection for Surface Inspection using Synthetic Impurities16 Jan 2025 0 repositories listed
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Generating Realistic Synthetic Head Rotation Data for Extended Reality using Deep Learning15 Jan 2025 0 repositories listed
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Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though8 Jan 2025 0 repositories listed
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User Simulation in the Era of Generative AI: User Modeling, Synthetic Data Generation, and System Evaluation8 Jan 2025 0 repositories listed
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Advancing the Understanding of Fine-Grained 3D Forest Structures using Digital Cousins and Simulation-to-Reality: Methods and Datasets7 Jan 2025 0 repositories listed
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Reading with Intent -- Neutralizing Intent7 Jan 2025 0 repositories listed
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License Plate Images Generation with Diffusion Models6 Jan 2025 0 repositories listed
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Can Synthetic Data be Fair and Private? A Comparative Study of Synthetic Data Generation and Fairness Algorithms3 Jan 2025 0 repositories listed
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Time Series Language Model for Descriptive Caption Generation3 Jan 2025 0 repositories listed
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SafeSynthDP: Leveraging Large Language Models for Privacy-Preserving Synthetic Data Generation Using Differential Privacy30 Dec 2024 0 repositories listed
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TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data27 Dec 2024 0 repositories listed
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Mask Factory: Towards High-quality Synthetic Data Generation for Dichotomous Image Segmentation26 Dec 2024 0 repositories listed
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HTR-JAND: Handwritten Text Recognition with Joint Attention Network and Knowledge Distillation24 Dec 2024 0 repositories listed
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Autonomous Crack Detection using Deep Learning on Synthetic Thermogram Datasets21 Dec 2024 0 repositories listed
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Leveraging Contrastive Learning for Semantic Segmentation with Consistent Labels Across Varying Appearances21 Dec 2024 0 repositories listed
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Differentially Private Federated Learning of Diffusion Models for Synthetic Tabular Data Generation20 Dec 2024 0 repositories listed
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Improving Equity in Health Modeling with GPT4-Turbo Generated Synthetic Data: A Comparative Study20 Dec 2024 0 repositories listed
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A Systematic Examination of Preference Learning through the Lens of Instruction-Following18 Dec 2024 0 repositories listed
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High-throughput digital twin framework for predicting neurite deterioration using MetaFormer attention18 Dec 2024 0 repositories listed
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Auto-Cypher: Improving LLMs on Cypher generation via LLM-supervised generation-verification framework17 Dec 2024 0 repositories listed
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Generative Zoo11 Dec 2024 0 repositories listed
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CALICO: Conversational Agent Localization via Synthetic Data Generation6 Dec 2024 0 repositories listed
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ALMA: Alignment with Minimal Annotation5 Dec 2024 0 repositories listed
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DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining4 Dec 2024 0 repositories listed
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End to End Collaborative Synthetic Data Generation4 Dec 2024 0 repositories listed
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Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models4 Dec 2024 0 repositories listed
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Energy-Based Modelling for Discrete and Mixed Data via Heat Equations on Structured Spaces2 Dec 2024 0 repositories listed
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MALT: Improving Reasoning with Multi-Agent LLM Training2 Dec 2024 0 repositories listed
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Needle: A Generative AI-Powered Multi-modal Database for Answering Complex Natural Language Queries1 Dec 2024 0 repositories listed
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Well log data generation and imputation using sequence-based generative adversarial networks1 Dec 2024 0 repositories listed
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LiDAR-EDIT: LiDAR Data Generation by Editing the Object Layouts in Real-World Scenes30 Nov 2024 0 repositories listed
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MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification28 Nov 2024 0 repositories listed
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Enhancing Document AI Data Generation Through Graph-Based Synthetic Layouts27 Nov 2024 0 repositories listed
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Synthetic Data Generation with LLM for Improved Depression Prediction26 Nov 2024 0 repositories listed
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AnySynth: Harnessing the Power of Image Synthetic Data Generation for Generalized Vision-Language Tasks24 Nov 2024 0 repositories listed
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Beyond Data Scarcity: A Frequency-Driven Framework for Zero-Shot Forecasting24 Nov 2024 0 repositories listed
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24 Nov 2024 0 repositories listed
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LLM for Barcodes: Generating Diverse Synthetic Data for Identity Documents22 Nov 2024 0 repositories listed
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Towards a framework on tabular synthetic data generation: a minimalist approach: theory, use cases, and limitations17 Nov 2024 0 repositories listed
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Watermarking Generative Categorical Data16 Nov 2024 0 repositories listed
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Generation of synthetic gait data: application to multiple sclerosis patients' gait patterns15 Nov 2024 0 repositories listed
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Hierarchical Conditional Tabular GAN for Multi-Tabular Synthetic Data Generation11 Nov 2024 0 repositories listed
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DRIFTS: Optimizing Domain Randomization with Synthetic Data and Weight Interpolation for Fetal Brain Tissue Segmentation11 Nov 2024 0 repositories listed
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Differential Privacy Under Class Imbalance: Methods and Empirical Insights8 Nov 2024 0 repositories listed
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DiffLM: Controllable Synthetic Data Generation via Diffusion Language Models5 Nov 2024 0 repositories listed
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Enhancing Table Representations with LLM-powered Synthetic Data Generation4 Nov 2024 0 repositories listed
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Retrieval-enriched zero-shot image classification in low-resource domains1 Nov 2024 0 repositories listed
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Scalable AI Framework for Defect Detection in Metal Additive Manufacturing1 Nov 2024 0 repositories listed
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Clinical Evaluation of Medical Image Synthesis: A Case Study in Wireless Capsule Endoscopy31 Oct 2024 0 repositories listed
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Unveiling Synthetic Faces: How Synthetic Datasets Can Expose Real Identities31 Oct 2024 0 repositories listed
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Evaluating utility in synthetic banking microdata applications29 Oct 2024 0 repositories listed
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SoccerGuard: Investigating Injury Risk Factors for Professional Soccer Players with Machine Learning29 Oct 2024 0 repositories listed
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Unpicking Data at the Seams: VAEs, Disentanglement and Independent Components29 Oct 2024 0 repositories listed
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Large Language Model Benchmarks in Medical Tasks28 Oct 2024 0 repositories listed
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Synthetica: Large Scale Synthetic Data for Robot Perception28 Oct 2024 0 repositories listed
Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.