Browse State-of-the-Art › Synthetic Data Generation › Papers, page 6
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 6 of 9: papers 501 to 600 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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28 Oct 2024 0 repositories listed
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Rethinking Data Synthesis: A Teacher Model Training Recipe with Interpretation27 Oct 2024 0 repositories listed
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Privacy-hardened and hallucination-resistant synthetic data generation with logic-solvers22 Oct 2024 0 repositories listed
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LLM4GRN: Discovering Causal Gene Regulatory Networks with LLMs -- Evaluation through Synthetic Data Generation21 Oct 2024 0 repositories listed
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No more hard prompts: SoftSRV prompting for synthetic data generation21 Oct 2024 0 repositories listed
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Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Composite Spatial Reasoning21 Oct 2024 0 repositories listed
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Synthetic Data Generation for Residential Load Patterns via Recurrent GAN and Ensemble Method20 Oct 2024 0 repositories listed
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Controlled Automatic Task-Specific Synthetic Data Generation for Hallucination Detection16 Oct 2024 0 repositories listed
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CONSULT: Contrastive Self-Supervised Learning for Few-shot Tumor Detection15 Oct 2024 0 repositories listed
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LLM-based Code-Switched Text Generation for Grammatical Error Correction14 Oct 2024 0 repositories listed
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JurEE not Judges: safeguarding llm interactions with small, specialised Encoder Ensembles11 Oct 2024 0 repositories listed
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SimpleStrat: Diversifying Language Model Generation with Stratification11 Oct 2024 0 repositories listed
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Evaluating Differentially Private Synthetic Data Generation in High-Stakes Domains10 Oct 2024 0 repositories listed
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Unsupervised Data Validation Methods for Efficient Model Training10 Oct 2024 0 repositories listed
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Fill In The Gaps: Model Calibration and Generalization with Synthetic Data7 Oct 2024 0 repositories listed
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Privacy Vulnerabilities in Marginals-based Synthetic Data7 Oct 2024 0 repositories listed
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Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval Augmented Generation4 Oct 2024 0 repositories listed
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Dessie: Disentanglement for Articulated 3D Horse Shape and Pose Estimation from Images4 Oct 2024 0 repositories listed
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Restoring Super-High Resolution GPS Mobility Data1 Oct 2024 0 repositories listed
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DoPAMine: Domain-specific Pre-training Adaptation from seed-guided data Mining30 Sep 2024 0 repositories listed
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Balancing Cost and Effectiveness of Synthetic Data Generation Strategies for LLMs29 Sep 2024 0 repositories listed
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Differentially Private Non Parametric Copulas: Generating synthetic data with non parametric copulas under privacy guarantees27 Sep 2024 0 repositories listed
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Artificial Data Point Generation in Clustered Latent Space for Small Medical Datasets26 Sep 2024 0 repositories listed
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KIPPS: Knowledge infusion in Privacy Preserving Synthetic Data Generation25 Sep 2024 0 repositories listed
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MANTA -- Model Adapter Native generations that's Affordable22 Sep 2024 0 repositories listed
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Harnessing LLMs for API Interactions: A Framework for Classification and Synthetic Data Generation18 Sep 2024 0 repositories listed
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Making Large Language Models into World Models with Precondition and Effect Knowledge18 Sep 2024 0 repositories listed
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Enhanced segmentation of femoral bone metastasis in CT scans of patients using synthetic data generation with 3D diffusion models17 Sep 2024 0 repositories listed
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Synthetic data augmentation for robotic mobility aids to support blind and low vision people17 Sep 2024 0 repositories listed
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Generated Data with Fake Privacy: Hidden Dangers of Fine-tuning Large Language Models on Generated Data12 Sep 2024 0 repositories listed
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Source2Synth: Synthetic Data Generation and Curation Grounded in Real Data Sources12 Sep 2024 0 repositories listed
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Chain-of-Translation Prompting (CoTR): A Novel Prompting Technique for Low Resource Languages6 Sep 2024 0 repositories listed
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Building Math Agents with Multi-Turn Iterative Preference Learning4 Sep 2024 0 repositories listed
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Synthetic Data Generation and Automated Multidimensional Data Labeling for AI/ML in General and Circular Coordinates3 Sep 2024 0 repositories listed
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Differentially Private Synthetic High-dimensional Tabular Stream31 Aug 2024 0 repositories listed
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Smaller, Weaker, Yet Better: Training LLM Reasoners via Compute-Optimal Sampling29 Aug 2024 0 repositories listed
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Are Pose Estimators Ready for the Open World? STAGE: Synthetic Data Generation Toolkit for Auditing 3D Human Pose Estimators28 Aug 2024 0 repositories listed
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LowCLIP: Adapting the CLIP Model Architecture for Low-Resource Languages in Multimodal Image Retrieval Task25 Aug 2024 0 repositories listed
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A density ratio framework for evaluating the utility of synthetic data23 Aug 2024 0 repositories listed
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Value Alignment from Unstructured Text19 Aug 2024 0 repositories listed
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Faster Private Minimum Spanning Trees13 Aug 2024 0 repositories listed
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NFDI4Health workflow and service for synthetic data generation, assessment and risk management8 Aug 2024 0 repositories listed
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HARMONIC: Harnessing LLMs for Tabular Data Synthesis and Privacy Protection6 Aug 2024 0 repositories listed
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Winning Amazon KDD Cup'245 Aug 2024 0 repositories listed
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ABC Align: Large Language Model Alignment for Safety & Accuracy1 Aug 2024 0 repositories listed
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On the Problem of Text-To-Speech Model Selection for Synthetic Data Generation in Automatic Speech Recognition31 Jul 2024 0 repositories listed
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Algorithms for Collaborative Machine Learning under Statistical Heterogeneity31 Jul 2024 0 repositories listed
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On the Effect of Purely Synthetic Training Data for Different Automatic Speech Recognition Architectures25 Jul 2024 0 repositories listed
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Flexible Generation of Preference Data for Recommendation Analysis23 Jul 2024 0 repositories listed
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Boosting Reward Model with Preference-Conditional Multi-Aspect Synthetic Data Generation22 Jul 2024 0 repositories listed
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Weak-to-Strong Compositional Learning from Generative Models for Language-based Object Detection21 Jul 2024 0 repositories listed
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MSCT: Addressing Time-Varying Confounding with Marginal Structural Causal Transformer for Counterfactual Post-Crash Traffic Prediction19 Jul 2024 0 repositories listed
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Unsupervised and Interpretable Synthesizing for Electrical Time Series Based on Information Maximizing Generative Adversarial Nets18 Jul 2024 0 repositories listed
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LLMs-in-the-loop Part-1: Expert Small AI Models for Bio-Medical Text Translation16 Jul 2024 0 repositories listed
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Monocular pose estimation of articulated surgical instruments in open surgery16 Jul 2024 0 repositories listed
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Zero-shot Cross-Lingual Transfer for Synthetic Data Generation in Grammatical Error Detection16 Jul 2024 0 repositories listed
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What Makes and Breaks Safety Fine-tuning? A Mechanistic Study14 Jul 2024 0 repositories listed
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Synthetic Data for Discriminating Serotonergic Neurons using Convolutional Neural Networks8 Jul 2024 0 repositories listed
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When in Doubt, Cascade: Towards Building Efficient and Capable Guardrails8 Jul 2024 0 repositories listed
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Synthetic Test Data Generation Using Recurrent Neural Networks: A Position Paper7 Jul 2024 0 repositories listed
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Diffusion Models for Tabular Data Imputation and Synthetic Data Generation2 Jul 2024 0 repositories listed
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Synthetic Multimodal Question Generation2 Jul 2024 0 repositories listed
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SK-VQA: Synthetic Knowledge Generation at Scale for Training Context-Augmented Multimodal LLMs28 Jun 2024 0 repositories listed
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Effects of Using Synthetic Data on Deep Recommender Models' Performance26 Jun 2024 0 repositories listed
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Principal Component Clustering for Semantic Segmentation in Synthetic Data Generation25 Jun 2024 0 repositories listed
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TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification25 Jun 2024 0 repositories listed
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Advancing Retail Data Science: Comprehensive Evaluation of Synthetic Data19 Jun 2024 0 repositories listed
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Instruction Data Generation and Unsupervised Adaptation for Speech Language Models18 Jun 2024 0 repositories listed
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ChatEMG: Synthetic Data Generation to Control a Robotic Hand Orthosis for Stroke17 Jun 2024 0 repositories listed
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GenMM: Geometrically and Temporally Consistent Multimodal Data Generation for Video and LiDAR15 Jun 2024 0 repositories listed
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MALLM-GAN: Multi-Agent Large Language Model as Generative Adversarial Network for Synthesizing Tabular Data15 Jun 2024 0 repositories listed
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15 Jun 2024 0 repositories listed
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Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming14 Jun 2024 0 repositories listed
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On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey14 Jun 2024 0 repositories listed
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SimGen: Simulator-conditioned Driving Scene Generation13 Jun 2024 0 repositories listed
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Curating Grounded Synthetic Data with Global Perspectives for Equitable AI10 Jun 2024 0 repositories listed
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DiffInject: Revisiting Debias via Synthetic Data Generation using Diffusion-based Style Injection10 Jun 2024 0 repositories listed
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SecureNet: A Comparative Study of DeBERTa and Large Language Models for Phishing Detection10 Jun 2024 0 repositories listed
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CTSyn: A Foundational Model for Cross Tabular Data Generation7 Jun 2024 0 repositories listed
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Enhancing Indoor Temperature Forecasting through Synthetic Data in Low-Data Environments7 Jun 2024 0 repositories listed
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ChatLang-8: An LLM-Based Synthetic Data Generation Framework for Grammatical Error Correction5 Jun 2024 0 repositories listed
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Synthetic Data Outliers: Navigating Identity Disclosure4 Jun 2024 0 repositories listed
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Enhancing Clinical Documentation with Synthetic Data: Leveraging Generative Models for Improved Accuracy3 Jun 2024 0 repositories listed
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GenPalm: Contactless Palmprint Generation with Diffusion Models1 Jun 2024 0 repositories listed
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Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis31 May 2024 0 repositories listed
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Leveraging Open-Source Large Language Models for encoding Social Determinants of Health using an Intelligent Router30 May 2024 0 repositories listed
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Interpretable classification of wiki-review streams28 May 2024 0 repositories listed
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NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models27 May 2024 0 repositories listed
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Recent advances in text embedding: A Comprehensive Review of Top-Performing Methods on the MTEB Benchmark27 May 2024 0 repositories listed
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26 May 2024 0 repositories listed
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Synthetic Data Generation for Intersectional Fairness by Leveraging Hierarchical Group Structure23 May 2024 0 repositories listed
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Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking21 May 2024 0 repositories listed
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Advancing fNIRS Neuroimaging through Synthetic Data Generation and Machine Learning Applications18 May 2024 0 repositories listed
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Permissioned Blockchain-based Framework for Ranking Synthetic Data Generators12 May 2024 0 repositories listed
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Inference With Combining Rules From Multiple Differentially Private Synthetic Datasets8 May 2024 0 repositories listed
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Clustering of Disease Trajectories with Explainable Machine Learning: A Case Study on Postoperative Delirium Phenotypes6 May 2024 0 repositories listed
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Domain-Transferred Synthetic Data Generation for Improving Monocular Depth Estimation2 May 2024 0 repositories listed
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Deep Metric Learning-Based Out-of-Distribution Detection with Synthetic Outlier Exposure1 May 2024 0 repositories listed
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Privacy-Preserving Statistical Data Generation: Application to Sepsis Detection25 Apr 2024 0 repositories listed
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23 Apr 2024 0 repositories listed