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

91–120 of 2,560

Papers

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  1. Evaluating quality in synthetic data generation for large tabular health datasets

    Apr 17, 2026Jean-Baptiste Escudié, Benjamin Barnes, Stefan Meisegeier +3Synthetic DataSynthetic Dataset

  2. OSOG: A Differentiable, Physics-Informed Synthetic Data Engine for Micro-Optical Environments

    Jun 19, 2026Caio SilvaSynthetic-To-Real Domain GapMicroscopy

  3. Collaborative Synthetic Data Generation for Knowledge Transfer in Federated Learning

    Jul 8, 2026Maximilian Andreas Hoefler, Karsten Mueller, Wojciech SamekFederated LearningDifferential Privacy

  4. Synthetic Data Generation for Long-Tail Medical Image Classification: A Case Study in Skin Lesions

    May 4, 2026Jiaxiang Jiang, Mahesh Subedar, Omesh TickooMedical Image ClassificationSkin Lesion Classification

  5. DataCanvas-EDU: An Agentic Framework for Instructor-Guided Synthetic Data Generation in Business Analytics Education

    Sep 17, 2026Bang An, Maria Hamdani, Joseph FoxSynthetic DataReusable Agent Skills

  6. Worlds in One Demo: A Synthetic Data Engine for Learning Open-World Mobile Manipulation

    Jul 14, 2026Lingxiao Guo, Huanyu Li, Guanya ShiRobot TrajectoriesCross-Embodiment Transfer

  7. Towards Scaling Marine Perception with Synthetic Data

    Sep 17, 2026Haoyu Ma, Onur Bagoren, Anja Sheppard +6Synthetic DataOcean

  8. Critical Percolation as a Synthetic Data Model for Interpretability

    Jun 18, 2026Aryeh Brill, Tom Ingebretsen CarlsonSynthetic DatasetSynthetic Data

  9. State-Grounded Multi-Agent Synthetic Data Generation for Tool-Augmented LLMs

    Jun 15, 2026Rahul Khedar, Eshita, Sneha Teja Sree Reddy Thondapu +10Synthetic Data

  10. Concept-as-Tree: A Controllable Synthetic Data Framework Makes Stronger Personalized VLMs

    Mar 17, 2025Ruichuan An, Kai Zeng, Ming Lu +5Large Vision Language ModelsSynthetic Data

  11. Generating Logically Consistent Synthetic Supply Chain Data with LLM-Driven Knowledge Graph Reasoning

    May 26, 2026Yunbo Long, Ge Zheng, Liming Xu +1Synthetic Tabular DataSynthetic Data

  12. SynThermFace: Amplifying Limited Paired Data for Visible-Thermal Face Recognition via Synthetic Data Generation

    Sep 9, 2026Anjith George, Adam Unal, Sebastien MarcelFacial RecognitionSynthetic-To-Real Domain Gap

  13. A Factorial Study of Synthetic Data Generation for Low-Resource Machine Translation using Grammar Books

    Date pendingVarun Ghat Ravikumar, Sina Ahmadi, Lena Jäger +1Machine TranslationLow-Resource Languages

  14. SynthICL: Scalable In-context Imitation Learning with Synthetic Data

    Jun 6, 2026Cheng Qian, Ruomeng Fan, Yifei Ren +2Imitation LearningSynthetic Data

  15. Evaluating Synthetic Data Generation for Domain Generalization in Fetal Brain MRI Segmentation

    Nov 11, 2024Vladyslav Zalevskyi, Thomas Sanchez, Margaux Roulet +10Medical Image GenerationMagnetic Resonance Imaging

  16. AHS: Adaptive Head Synthesis via Synthetic Data Augmentations

    Apr 17, 2026Taewoong Kang, Hyojin Jang, Sohyun Jeong +4Animatable 3D Human AvatarsSynthetic Data Augmentation

  17. SD-MAR: Multi-image Analytical Reasoning via Synthetic Data and Reinforcement Learning

    Jul 15, 2026Shiyu Yuan, Sourav Sanjukta Bhabesh, Zhe Wang +3Perceptual UnderstandingSynthetic Data

  18. PSK@EEUCA 2026: Fine-Tuning Large Language Models with Synthetic Data Augmentation for Multi-Class Toxicity Detection in Gaming Chat

    May 8, 2026Srikar Kashyap PulipakaToxicityHarmful Content

  19. Activation Steering for Synthetic Data Generation: The Role of Diversity in Downstream Safety Detection

    May 27, 2026Vijeta Deshpande, Tootiya Giyahchi, Veena Padmanabhan +2Activation SteeringSynthetic Data

  20. FalconApp: Rapid iPhone Deployment of End-to-End Perception via Automatically Labeled Synthetic Data

    Apr 21, 2026Yan Miao, Will Shen, Sayan MitraSmartphone PhotographsPerceptual Understanding

  21. CompanionSim: Synthetic Data for Evaluating Anthropomorphism in Human-AI Relationships

    Aug 31, 2026Jacy Reese Anthis, Mark Díaz, Renee ShelbyArtificial Intelligence CompanionsHuman-Ai Interaction

  22. Patient Pose Assessment Using a CT-Based Framework for Synthetic Data Generation

    Aug 6, 2026Manuel Laufer, Dominik Mairhöfer, Malte Sieren +7Medical Image GenerationSynthetic Dataset

  23. Concordia: Self-Improving Synthetic Tables for Federated LLMs

    May 11, 2026Jimin Huang, Duanyu Feng, Nuo Chen +8Federated LearningLarge Language Model Adaptation

  24. From Synthetic to Real: Toward Identity-Consistent Makeup Transfer with Synthetic and Real Data

    May 8, 2026Yue Yu, Jiayu Wang, Jiajia Shi +2Synthetic-To-Real Domain GapPhotorealistic Style Transfer

  25. SynPre-FL: Synthetic data-driven pretraining integrated Federated Learning training framework

    Jul 21, 2026Akarsh K Nair, Muhammad Arifur Rahman, Nicholas Shopland +8Federated LearningSynthetic Data

  26. CuratorKIT : Data Curation and Synthetic Data Generation for LLM Post-Training

    Jun 19, 2026Soham Bhattacharjee, Karun Sharma, Vinay Kumar Sankarapu +1Data-CurationLarge Language Model Pipelines

  27. Synthetic Audio Generation Framework for Air Traffic Control Speech Recognition

    Jun 19, 2026Raphaël Bagat, Zhe Zhang, Junichi Yamagishi +2Accented SpeechSynthetic Training Data

  28. Metric-Guided Synthetic Image Data Rendering for Deep Learning compatible with Agentic AI

    Jul 14, 2026Martina Radoynova, Samuel Pantze, Trina De +2Synthetic-To-Real Domain GapOpen-Vocabulary Object Detection

  29. A Real-Calibrated Synthetic-First Data Engine

    May 10, 2026Yukang Shen, Zhiguo Liu, Yingshu Li +1Synthetic Data AugmentationSynthetic Data

  30. Assessment of Conditional Diffusion Model for Synthetic Histopathology Image Generation

    Aug 4, 2026Seyed Kahaki, Shijie Li, Weijie Chen +1Medical Image GenerationEvaluation Metrics