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Synthetic Data356 papersSynthetic Data233 papersSynthetic Data Augmentation155 papersSynthetic Dataset53 papersSynthetic Tabular Data42 papersSynthetic Training Data33 papers

121–150 of 2,560

Papers

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  1. Cross-Domain Adversarial Augmentation: Stabilizing GANs for Medical and Handwriting Data Scarcity

    May 3, 2026Md. Sohanuzzaman Soad, Mahady Al Hady, S M Rafiuddin Rifat +1Synthetic Data AugmentationGenerative Adversarial Network

  2. SynMulti: Synthetic-to-Real Learning for Multimodal Video Understanding

    Apr 14, 2026Tanzila Rahman, Renjie Liao, Leonid SigalVideo Multimodal Large Language ModelsVideo Understanding

  3. ScratchSim: A Procedural Synthetic Data Pipeline for Surface Scratch Detection

    Jul 29, 2026Paul Julius Kühn, Saptarshi Neil Sinha, Tiago Kleist +3Scalable Defect DetectionSynthetic Training Data

  4. Aslema at NADI 2026: Data Augmentation for Intent Recognition and Slot Filling

    Date pendingTajwaar Shafiq, Hunzalah Hassan Bhatti, Firoj Alam +1Zero-Shot Inference

  5. Evaluating Machine Learning Models for Post-Wildfire Debris-Flow Prediction

    Aug 5, 2026Quinn Ledingham, Zhengsen Xu, Yimin Zhu +6Wildfire PredictionAccurate Flood Prediction

  6. ContinuousBench: Can Differentially Private Synthetic Text Improve Capabilities?

    Jun 1, 2026Peihan Liu, Lucas Rosenblatt, Weiwei Kong +7Synthetic DataText Generation

  7. QAQ: Bidirectional Semantic Coherence for Selecting High-Quality Synthetic Code Instructions

    Mar 12, 2026Jiayin Lei, Ming Ma, Yunxi Duan +2Synthetic DataData Quality

  8. SQuaD-SQL: Efficient Text-to-SQL with Small Language Models via LLM-Guided Knowledge Distillation

    Jul 9, 2026Wangyu Wu, Xiaojian Lin, Rong Fu +4Text-To-SqlSmall Language Models

  9. Synthesizing real-world distributions from high-dimensional Gaussian Noise with Fully Connected Neural Network

    Apr 10, 2026Joanna KomorniczakSynthetic Tabular DataSynthetic Data

  10. CodeAlchemy: Synthetic Code Rewriting at Scale

    Jun 8, 2026Ankit Gupta, Aditya Prasad, Rameswar PandaSynthetic DataRewrite

  11. Closed Loop Dynamic Driving Data Mixture for Real-Synthetic Co-Training

    May 20, 2026Hongzhi Ruan, Pei Liu, Weiliang Ma +5Naturalistic Driving DataIterative Co-Training

  12. Autodata: An agentic data scientist to create high quality synthetic data

    Jun 24, 2026Ilia Kulikov, Chenxi Whitehouse, Tianhao Wu +12Synthetic DataArtificial Intelligence Scientists

  13. Generating synthetic electronic health record data using agent-based models to evaluate machine learning robustness under mass casualty incidents

    May 11, 2026Roben Delos Reyes, Daniel Capurro, Nicholas GeardElectronic Health RecordsAgent-Based Model

  14. Explainable AI for Screening Abuse-Related Trauma in Bangladeshi Children: A Training-Free Multimodal Framework Evaluated on Noise-Aware Synthetic Data

    Jul 4, 2026Salma Hoque Talukdar Koli, Fahima Haque Talukder JelyScreeningPsychiatric Reasoning

  15. Generating Synthetic Malware Samples Using Generative AI

    Apr 23, 2026Tiffany Bao, Kylie Trousil, Quang Duy Tran +2Malware FamiliesMalware Detection

  16. Hierarchical Synthetic Tabular Data Generation: A Hybrid Top-Down and Bottom-Up Framework

    May 27, 2026Junfeng Nie, Alvin Jin, Xiaohui ChenSynthetic Tabular DataAutomated Synthesis Techniques

  17. IJCB-AFMFR 2026: Competition on Adapting Foundation Models for Face Recognition Using Synthetic Training Data

    Jul 27, 2026Tahar Chettaoui, Guray Ozgur, Eduarda Caldeira +13Facial RecognitionSynthetic Training Data

  18. Preserve the Hard, Regenerate the Rest: Uncertainty-Guided Synthetic Training Data Augmentation with Diffusion Models

    Jun 30, 2026Nikolai Röhrich, Julian Gleißner, Ahmed H. A. Ibrahim +2Synthetic Data AugmentationAugmentation

  19. TDGT: A Tabular Data Generation Toolkit supporting adaptive GPU-accelerated Bayesian mixture models, diffusion-based models, and latent-space generative modeling

    Jun 30, 2026Vasileios C. Pezoulas, Nikolaos S. Tachos, Eleni Georga +3Synthetic Tabular DataSynthetic Data

  20. Train, Test, Re-evaluate: Schedule-Sensitive Evaluation of Generative Data for Hand Detection

    Jun 1, 2026Atmika Bhardwaj, Silvia Vock, Nico SteckhanSynthetic Image Detection3D Hand

  21. An Information-Theoretic Criterion for Efficient Data Synthesis

    May 11, 2026Hanyu Li, Zhengqi Sun, Xiaotie DengSynthetic DataInformation Bottleneck

  22. Pretrain on Small Synthetic Data, Scale Large for Free: Symmetry-Aware Foundation Model for Logic Rule Induction

    Aug 1, 2026Yin Jun PhuaInductive Logic ProgrammingFoundation Model

  23. When Pretty Isn't Useful: Investigating Why Modern Text-to-Image Models Fail as Reliable Training Data Generators

    Feb 23, 2026Krzysztof Adamkiewicz, Brian Bernhard Moser, Stanislav Frolov +3Text-To-ImageAesthetics

  24. Synthetic Data Generation and Vision-based Wrinkle and Keypoint Detection for Bimanual Cloth Manipulation

    Jun 4, 2026Ariel Herrera, Xueyang Kang, Atal Anil KumarFabricBimanual Manipulation

  25. Not All Synthetic Data Is Yours to Learn From

    May 29, 2026Sina Alemohammad, Li Chen, Richard G. Baraniuk +1Synthetic DataMemorization

  26. Optical Music Recognition for Real-World Manuscripts with Synthetic Data

    Jun 8, 2026Jiří Mayer, Martina Dvořáková, Vojtěch Dvořák +6Sheet MusicPiano

  27. LLMs as Master Forgers: Generating Synthetic Time Series Data for Manufacturing

    Sep 14, 2026Mantek Singh, Jeshwanth Challagundla, Prateek Karnal +3Synthetic Time SeriesManufacturing

  28. Velocity Prediction in Automatic Guitar Transcription

    Jun 19, 2026Jackson Loth, Xavier Riley, Simon Dixon +1TranscriptionInstrument

  29. Seq2Synth: Benchmarking Temporal Fidelity in Synthetic Sequential Tabular Data

    Jul 17, 2026Kiwan Kwon, Kangmin Kim, Hojin Lee +5Synthetic Tabular DataBenchmark Suite

  30. Curated Synthetic Data Doesn't Have to Collapse: A Theoretical Study of Generative Retraining with Pluralistic Preferences

    May 8, 2026Ali Falahati, Mohammad Mohammadi Amiri, Kate Larson +1Synthetic DataGenerative Models