Synthetic Data Generation

Ask about this topic

Momentum

43 papers in the last four weeks, up 59% on the four weeks before. 0.4% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 417

All topics
CardsList

  1. iVISION-2DCD: A Long-Term Change Detection Dataset for Large-Scale Outdoor Construction Monitoring

    Jul 3, 2026Dayou Mao, Yuchen Lin, Ashkan Ebadi +3Synthetic Data GenerationRemote Sensing Change Detection

    National Research Council Canada, Ottawa, ON, Canada · Vision and Image Processing Research Group, Systems Design Engineering, University of Waterloo, Waterloo, ON, Canada

  2. The S-ICDF Dataset: Sionna-Simulated Dynamic Interference Characterization and Direction Finding

    Jul 3, 2026Christian Wielenberg, Lucas Heublein, Jonathan Ott +8Synthetic Data GenerationDirection-of-Arrival Estimation

    Fraunhofer Institute for Integrated Circuits IIS, 90411 Nürnberg, Germany

  3. Diagnosing Aerial-View Object Detectors with Foundational Image Generative Models

    Jul 2, 2026Stanislav Panev, Minhyek Jeon, Vaishnavi Khindkar +5Synthetic Data AugmentationSynthetic Data Generation

    Carnegie Mellon University, USA · DEVCOM Army Research Laboratory, USA · Florida State University, USA

  4. When Does Generating More Help? Disentangling Fixed-Source Synthesis from Source Expansion in Synthetic Data Scaling

    Jul 2, 2026Xu Guo, Jian Tong, Zhihui Lu +1Synthetic Data GenerationLanguage Model Scaling Laws

    Shanghai AI Laboratory · Shanghai Innovation Institute · Fudan University

  5. Human-Machine Collaboration on Generative Meta-Learning: Model and Algorithm

    Jul 1, 2026Midhun Parakkal Unni, Samuel KaskiMeta-LearningSynthetic Data Generation

    School of Computer Science, University of Sheffield, Sheffield, UK · Centre for Machine intelligence, University of Sheffield, UK · Department of Computer Science, University of Manchester, Manchester, UK +2

  6. Calibrating the Instrument: Controllability of an LLM-Driven Synthetic Population

    Jul 1, 2026Mirko Degli EspostiHuman Behavior SimulationSynthetic Data Generation

    Department of Physics and Astronomy, University of Bologna

  7. Forensic-Oriented Intrusion Detection Using Synthetic Network Traffic Data and Explainable Artificial Intelligence

    Jul 1, 2026Jose Luis Vela Alonso, Carmen PellicerSynthetic Data GenerationNetwork Intrusion Detection

    CESTE, University Center, Zaragoza, Spain

  8. A Filtered Mixture-of-Generators for Fully Synthetic Survival Training

    Jun 30, 2026Niccolò Maria Rizzi, Eugenio Lomurno, Alberto Archetti +1Survival AnalysisSynthetic Data Generation

    Politecnico di Milano, Milan, Italy

  9. DataEvolver: Self-Evolving Multi-Agent Data Construction for Text-Rich Image Generation

    Jun 30, 2026Siyu Yan, Yizhen Gao, Yilin Wang +2Synthetic Data GenerationTraining Data Curation

    1Central South University

  10. Zero-Shot Quantization for Object Detectors using Off-the-Shelf Generative Models

    Jun 30, 2026Hyunho Lee, Kyomin Hwang, Hyeonjin Kim +3Quantization-Aware TrainingSynthetic Data Generation

    Seoul National University, Seoul, South Korea · LG Electronics, Seoul, South Korea

  11. AC3S: Adaptive Conditioning for 3D-Aware Synthetic Data Generation

    Jun 30, 2026Eric Ji, Qiran Hu, Wufei Ma +4Synthetic Data GenerationDiffusion-Based Image Generation

    University of Illinois Urbana-Champaign · Johns Hopkins University · College of Engineering and Computer Science, VinUniversity

  12. Scenario Generation for Testing of Autonomous Driving Systems Using Real-World Failure Records

    Jun 30, 2026Anjali Parashar, Chuchu FanAutonomous Driving Safety EvaluationSynthetic Data Generation

    Massachusetts Institute of Technology, Cambridge, MA

  13. Tastes without distinction: silicon samples and the synthetic construction of tastes

    Jun 29, 2026Xiangyu Ma, Mengmi Zhang, Shannon Ang +1Synthetic Data GenerationCultural Bias in Language Models

    Nanyang Technological University, Singapore

  14. FalconTrack: Photorealistic Auto-Labeled Perception and Physics-Aware Vision-Based Aerial Tracking

    Jun 29, 2026Yan Miao, Karteek Gandiboyina, Noah Giles +4Visual Object TrackingSynthetic Data Generation

    Department of Electrical and Computer Engineering, University of Illinois at Urbana Champaign · Toyota Motor North America R&D

  15. How to Leverage Synthetic Speech for LLM-Based ASR Systems?

    Jun 27, 2026Yanis Labrak, Dairazalia Sanchez-Cortes, Sergio Burdisso +9Synthetic-to-Real Domain AdaptationSynthetic Data Augmentation

    Idiap Research Institute, Martigny, Switzerland · Universite de Toulon, Aix Marseille Univ, LIS, CNRS, Toulon, France · EPFL, Lausanne, Switzerland +3

  16. A Task-Driven and Quality-Assured Agent Framework for SAR Data Generation

    Jun 27, 2026Xuanting Wu, Fan Zhanga, Fei Ma +3Synthetic Data AugmentationData Augmentation

    College of Information Science and Technology, Beijing University of Chemical Technology, Beijing, 100029, China · Science and Technology on Electromagnetic Scattering Laboratory, Beijing Institute of Environmental Features, Beijing, 100854, China

  17. GenWorld: Empirically Grounded Urban Simulation Infrastructure for Scalable LLM-Agent Studies

    Jun 26, 2026Gen Li, Jieyuan Lan, Pengcheng Xu +3Human Behavior SimulationSynthetic Data Generation

    Graduate School of Advanced Science and Engineering, Hiroshima University, Higashi-Hiroshima, Japan · Jiangxi Polytechnic University, Jiangxi, China · College of Urban Development and Modern Transportation, Xi’an University of Architecture and Technology, Xi’an, China +1

  18. Beyond MoCap: Scaling Motion Tokenizers with Synthetic Human Motion for Generative Modeling

    Jun 25, 2026Yiwen Yan, Wanning He, Yu-Wing TaiSynthetic Data GenerationHuman Motion Generation

    Dartmouth College

  19. Tractography-Driven Synthetic Data Generation for Fiber Bundle Segmentation in Tracer Histology

    Jun 25, 2026Kyriaki-Margarita Bintsi, Sparsh Makharia, Yaël Balbastre +4Synthetic Data AugmentationSynthetic Data Generation

    Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA, United States · Krea University, Sri City, Andhra Pradesh, India · Department of Experimental Psychology, University College London, London, United Kingdom +3

  20. A Pipeline for Generating Longitudinal Synthetic Clinical Notes Using Large Language Models

    Jun 25, 2026William Poulett, Alice Waterhouse, Ben Wallace +4Synthetic Data Generation

    NHS England Data Science and Applied AI Team

  21. ProfileFoundry: A Synthetic Person-Object Substrate for Privacy, Memory, and Tool-Use Evaluation in LLM Agent

    Jun 24, 2026Sriram Selvam, Anneswa GhoshSynthetic Data GenerationSynthetic Benchmark Generation

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

    Jun 24, 2026Ilia Kulikov, Chenxi Whitehouse, Tianhao Wu +12Synthetic Data GenerationLLM Agent Self-Improvement

    FAIR at Meta

  23. WinDOM: Self-Family Distillation for Small-Model GUI Grounding

    Jun 24, 2026Chengheng Li-Chen, Zhiqian Zhou, Hao Chen +1Synthetic Data GenerationGUI Grounding

    Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland · Logitech · Universitat Politècnica de Catalunya (UPC), Barcelona, Spain.

  24. OncoSynth: Synthetic data generation for treatment effect estimation in oncology

    Jun 24, 2026Octavia-Andreea Ciora, Julian Welzel, Dennis Frauen +6Causal Effect EstimationSynthetic Data Generation

    1LMU Munich, Munich, Germany · 2Munich Center for Machine Learning (MCML), Munich, Germany · Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, United Kingdom +3

  25. Vision-driven Preference Synthesis for Mitigating Hallucinations in VLMs

    Jun 24, 2026Yunhun Nam, Jongheon JeongSynthetic Data GenerationObject Hallucination in VLMs

    Korea University

  26. High-Fidelity Synthetic Transmission Electron Microscopy Image Generation Using Diffusion Probabilistic Models for Data-Limited Semiconductor Metrology

    Jun 23, 2026Johannes Boehm, Bappaditya DeySemiconductor ManufacturingSynthetic Data Generation

    Chemnitz University of Technology, Chemnitz, Germany · Interuniversity Microelectronics Centre (imec), Leuven, Belgium

  27. Generating Realistic Individual Activity Schedules via Activity Location Allocation Based on Simulated Travel Times

    Jun 23, 2026Tatsuya Mitomi, Yahya Gamal, Esra Suel +3Synthetic Data Generation

    AI for Collective Intelligence Hub, University of Glasgow, Glasgow, UK · Fujitsu Limited, Kawasaki, Japan · Urban Analytics, Department of Geography, University of Zurich, Zurich, Switzerland +1

  28. PETRA: Transforming Web Text for Petroleum-Engineering Domain Adaptation

    Jun 23, 2026Kirill Dubovikov, Omar El Mansouri, Hachem Madmoun +12Domain AdaptationSynthetic Data Generation

    Mohamed bin Zayed University of Artificial Intelligence · Inception AI

  29. Tmax: A simple recipe for terminal agents

    Jun 22, 2026Hamish Ivison, Junjie Oscar Yin, Rulin Shao +3Synthetic Data GenerationTerminal Agents

    α Allen Institute for AI · ω University of Washington

  30. Koshur Pixel: a large-scale synthetic ocr dataset for kashmiri

    Jun 22, 2026Haq Nawaz Malik, Faizan Iqbal, Nahfid NissarSynthetic Data GenerationLow-Resource Language Processing