Browse State-of-the-Art › Synthetic Data Generation › Papers, page 4
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 4 of 9: papers 301 to 400 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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3 Nov 2020 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples)
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12 Oct 2020 1 repository listed
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Evaluating the Clinical Realism of Synthetic Chest X-Rays Generated Using Progressively Growing GANs7 Oct 2020 1 repository listed
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20 Sep 2020 1 repository listed
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26 Aug 2020 1 repository listed
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9 Aug 2020 1 repository listed
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23 Jul 2020 1 repository listed
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22 May 2020 1 repository listed
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28 Apr 2020 1 repository listed
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26 Feb 2020 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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10 Feb 2020 1 repository listed
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25 Jan 2020 1 repository listed
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6 Dec 2019 1 repository listed Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 11 harvested samples)
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28 Nov 2019 1 repository listed
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10 Nov 2019 1 repository listed
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6 Nov 2019 1 repository listed
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24 Oct 2019 1 repository listed
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25 Sep 2019 1 repository listed
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4 Jul 2019 1 repository listed
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1 May 2019 1 repository listed
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10 Apr 2019 1 repository listed
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14 Nov 2018 1 repository listed
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27 Jul 2018 1 repository listed
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11 Aug 2017 1 repository listed
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9 Mar 2017 1 repository listed
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Lightweight Safety Guardrails via Synthetic Data and RL-guided Adversarial Training11 Jul 2025 0 repositories listed
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DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations8 Jul 2025 0 repositories listed
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SoK: Can Synthetic Images Replace Real Data? A Survey of Utility and Privacy of Synthetic Image Generation24 Jun 2025 0 repositories listed
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PuckTrick: A Library for Making Synthetic Data More Realistic23 Jun 2025 0 repositories listed
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RoboMonkey: Scaling Test-Time Sampling and Verification for Vision-Language-Action Models21 Jun 2025 0 repositories listed
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Latent Noise Injection for Private and Statistically Aligned Synthetic Data Generation19 Jun 2025 0 repositories listed
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Graph-Convolutional-Beta-VAE for Synthetic Abdominal Aorta Aneurysm Generation16 Jun 2025 0 repositories listed
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The Synthetic Mirror -- Synthetic Data at the Age of Agentic AI15 Jun 2025 0 repositories listed
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Private Evolution Converges10 Jun 2025 0 repositories listed
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Spatiotemporal deep learning models for detection of rapid intensification in cyclones10 Jun 2025 0 repositories listed
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Unlocking the Potential of Large Language Models in the Nuclear Industry with Synthetic Data10 Jun 2025 0 repositories listed
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Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques9 Jun 2025 0 repositories listed
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SOP-Bench: Complex Industrial SOPs for Evaluating LLM Agents9 Jun 2025 0 repositories listed
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SPARQ: Synthetic Problem Generation for Reasoning via Quality-Diversity Algorithms6 Jun 2025 0 repositories listed
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Synthetic Tabular Data: Methods, Attacks and Defenses6 Jun 2025 0 repositories listed
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Gen-n-Val: Agentic Image Data Generation and Validation5 Jun 2025 0 repositories listed
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Synthetic Dataset Generation for Autonomous Mobile Robots Using 3D Gaussian Splatting for Vision Training5 Jun 2025 0 repositories listed
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Beyond the Norm: A Survey of Synthetic Data Generation for Rare Events4 Jun 2025 0 repositories listed
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Does Prompt Design Impact Quality of Data Imputation by LLMs?4 Jun 2025 0 repositories listed
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Corrigibility as a Singular Target: A Vision for Inherently Reliable Foundation Models3 Jun 2025 0 repositories listed
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IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data3 Jun 2025 0 repositories listed
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RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions3 Jun 2025 0 repositories listed
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SMOTE-DP: Improving Privacy-Utility Tradeoff with Synthetic Data2 Jun 2025 0 repositories listed
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Multi-Domain ABSA Conversation Dataset Generation via LLMs for Real-World Evaluation and Model Comparison30 May 2025 0 repositories listed
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VietMix: A Naturally Occurring Vietnamese-English Code-Mixed Corpus with Iterative Augmentation for Machine Translation30 May 2025 0 repositories listed
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CryoCCD: Conditional Cycle-consistent Diffusion with Biophysical Modeling for Cryo-EM Synthesis29 May 2025 0 repositories listed
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StressTest: Can YOUR Speech LM Handle the Stress?28 May 2025 0 repositories listed
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Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages27 May 2025 0 repositories listed
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A Unified Solution to Video Fusion: From Multi-Frame Learning to Benchmarking26 May 2025 0 repositories listed
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From Alignment to Advancement: Bootstrapping Audio-Language Alignment with Synthetic Data26 May 2025 0 repositories listed
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Improving Heart Rejection Detection in XPCI Images Using Synthetic Data Augmentation26 May 2025 0 repositories listed
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Mosaic: Data-Free Knowledge Distillation via Mixture-of-Experts for Heterogeneous Distributed Environments26 May 2025 0 repositories listed
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Reasoning Is Not All You Need: Examining LLMs for Multi-Turn Mental Health Conversations26 May 2025 0 repositories listed
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SIPDO: Closed-Loop Prompt Optimization via Synthetic Data Feedback26 May 2025 0 repositories listed
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PIGPVAE: Physics-Informed Gaussian Process Variational Autoencoders25 May 2025 0 repositories listed
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The Prompt is Mightier than the Example24 May 2025 0 repositories listed
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Large language model as user daily behavior data generator: balancing population diversity and individual personality23 May 2025 0 repositories listed
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Data-Driven Breakthroughs and Future Directions in AI Infrastructure: A Comprehensive Review22 May 2025 0 repositories listed
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Aug2Search: Enhancing Facebook Marketplace Search with LLM-Generated Synthetic Data Augmentation21 May 2025 0 repositories listed
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Forging Time Series with Language: A Large Language Model Approach to Synthetic Data Generation21 May 2025 0 repositories listed
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Challenges and Limitations in the Synthetic Generation of mHealth Sensor Data20 May 2025 0 repositories listed
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Scaling Low-Resource MT via Synthetic Data Generation with LLMs20 May 2025 0 repositories listed
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RouteNator: A Router-Based Multi-Modal Architecture for Generating Synthetic Training Data for Function Calling LLMs15 May 2025 0 repositories listed
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Robust Federated Learning with Confidence-Weighted Filtering and GAN-Based Completion under Noisy and Incomplete Data14 May 2025 0 repositories listed
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Privacy-Preserving Analytics for Smart Meter (AMI) Data: A Hybrid Approach to Comply with CPUC Privacy Regulations13 May 2025 0 repositories listed
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Synthetic Code Surgery: Repairing Bugs and Vulnerabilities with LLMs and Synthetic Data12 May 2025 0 repositories listed
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Uni-AIMS: AI-Powered Microscopy Image Analysis11 May 2025 0 repositories listed
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Generating Reliable Synthetic Clinical Trial Data: The Role of Hyperparameter Optimization and Domain Constraints8 May 2025 0 repositories listed
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AI-Generated Fall Data: Assessing LLMs and Diffusion Model for Wearable Fall Detection7 May 2025 0 repositories listed
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Improving Omics-Based Classification: The Role of Feature Selection and Synthetic Data Generation6 May 2025 0 repositories listed
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Modeling supply chain compliance response strategies based on AI synthetic data with structural path regression: A Simulation Study of EU 2027 Mandatory Labor Regulations4 May 2025 0 repositories listed
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Synthesize-on-Graph: Knowledgeable Synthetic Data Generation for Continue Pre-training of Large Language Models2 May 2025 0 repositories listed
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Artificial Intelligence for Personalized Prediction of Alzheimer's Disease Progression: A Survey of Methods, Data Challenges, and Future Directions29 Apr 2025 0 repositories listed
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Unified Multi-Task Learning & Model Fusion for Efficient Language Model Guardrailing27 Apr 2025 0 repositories listed
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Optimizing the Privacy-Utility Balance using Synthetic Data and Configurable Perturbation Pipelines24 Apr 2025 0 repositories listed
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TarDiff: Target-Oriented Diffusion Guidance for Synthetic Electronic Health Record Time Series Generation24 Apr 2025 0 repositories listed
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23 Apr 2025 0 repositories listed
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ClarifyCoder: Clarification-Aware Fine-Tuning for Programmatic Problem Solving23 Apr 2025 0 repositories listed
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Learning from Reasoning Failures via Synthetic Data Generation20 Apr 2025 0 repositories listed
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MetaSynth: Meta-Prompting-Driven Agentic Scaffolds for Diverse Synthetic Data Generation17 Apr 2025 0 repositories listed
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Scaling Instruction-Tuned LLMs to Million-Token Contexts via Hierarchical Synthetic Data Generation17 Apr 2025 0 repositories listed
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Evaluating the Diversity and Quality of LLM Generated Content16 Apr 2025 0 repositories listed
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Synthetic Data for Blood Vessel Network Extraction16 Apr 2025 0 repositories listed
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Leveraging Vertical Public-Private Split for Improved Synthetic Data Generation15 Apr 2025 0 repositories listed
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Safe-Construct: Redefining Construction Safety Violation Recognition as 3D Multi-View Engagement Task15 Apr 2025 0 repositories listed
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SynthFM: Training Modality-agnostic Foundation Models for Medical Image Segmentation without Real Medical Data11 Apr 2025 0 repositories listed
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MonoPlace3D: Learning 3D-Aware Object Placement for 3D Monocular Detection9 Apr 2025 0 repositories listed
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A Self-Supervised Framework for Space Object Behaviour Characterisation8 Apr 2025 0 repositories listed
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Synthetic Data Generation & Multi-Step RL for Reasoning & Tool Use7 Apr 2025 0 repositories listed
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CORTEX-AVD: A Framework for CORner Case Testing and EXploration in Autonomous Vehicle Development4 Apr 2025 0 repositories listed
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Advancing Semantic Caching for LLMs with Domain-Specific Embeddings and Synthetic Data3 Apr 2025 0 repositories listed
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Bridging the Linguistic Divide: A Survey on Leveraging Large Language Models for Machine Translation2 Apr 2025 0 repositories listed
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TAMIS: Tailored Membership Inference Attacks on Synthetic Data1 Apr 2025 0 repositories listed
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Synthetic News Generation for Fake News Classification31 Mar 2025 0 repositories listed
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XL-Instruct: Synthetic Data for Cross-Lingual Open-Ended Generation29 Mar 2025 0 repositories listed
Syntology lines on 3 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.