Synthetic Data Generation

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

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  1. Building and Evaluating Fixed-Voice Thai TTS from Synthetic Speech

    Sep 3, 2026Kunat Pipatanakul, Potsawee Manakul, Warit Sirichotedumrong +3TTS SynthesisTTS Evaluation

    Wayu Research · Paxa Labs · Typhoon

  2. WireSeg-32K: A Physics-Grounded Synthetic Dataset for Wire Instance Segmentation

    Sep 2, 2026Zilin Dai, Lehong Wang, Yi Yang +1Synthetic-to-Real Domain AdaptationInstance Segmentation

    Harvard University · Carnegie Mellon University

  3. IDSPACE: A Novel Document Generator for Reliable Evaluation of Digital Identity Verification Systems [Extended Technical Report]

    Sep 2, 2026Lulu Xie, Yancheng Wang, Kanchan Chowdhury +3Synthetic Data GenerationImage Generation

    Arizona State University · Marquette University

  4. Scalable Direction-Following TTS via Voice Impression-Guided Pseudo Triplet Construction

    Sep 2, 2026Kenichi Fujita, Yusuke IjimaText-to-SpeechTTS Synthesis

    NTT, Inc., Japan

  5. RGB-to-IR image translation for infrared vehicle detection in unseen UAV domains

    Sep 2, 2026Thijs A. Eker, Ella P. Fokkinga, Jan Erik van Woerden +4Infrared Object DetectionSynthetic Data Generation

    TNO - Intelligent Imaging, Oude Waalsdorperweg 63, the Hague, the Netherlands

  6. Structured-Prior-Guided Diffusion Inpainting with Physical Consistency for Traffic Sign Augmentation

    Sep 2, 2026Luo Li, Chongchong Huang, Jun Jia +4Synthetic Data GenerationImage Inpainting

    AMAP, Alibaba Group Beijing, China

  7. A Network Science Perspective on Evaluating Deep Graph Generative Models

    Sep 1, 2026Tianrui Mao, Abele Malan, Megha Khosla +2Synthetic Data GenerationGenerative Modeling

    Delft University of Technology, the Netherlands · University of Neuchâtel, Switzerland

  8. Differentially Private Paired Table-Image Multimodal Synthesis

    Sep 1, 2026Kai Chen, Josephine Lamp, Somesh Jha +1Synthetic Data GenerationCross-Modal Alignment

    University of Virginia · Dexcom · University of Wisconsin-Madison

  9. RailSyn: Diagnosis-Guided Image Generation for Traceable Data Completion in Railway Foreign Object Detection

    Aug 31, 2026Quan Hao, Chenxi Zhang, Ziyang Tao +6Synthetic Data AugmentationSynthetic Data Generation

    1The School of Information Science and Technology, Beijing University of Technology · 2Pratt School of Engineering, Duke University · 3Academy of Mathematics and Systems Science, Chinese Academy of Sciences +3

  10. Learning Compositional Spatio-Temporal Video Grounding with Synthetic Curriculum

    Aug 31, 2026Xingjian Wang, Shijian Wang, Yibo Wang +4Temporal Video GroundingSynthetic Data Generation

    1Monash University · 2Southeast University · 3Shanghai University of Electric Power

  11. Demand-Side Measurement for Generative Engine Optimization: Constructing and Validating a Million-Persona, Intent-Annotated Buyer Corpus

    Aug 30, 2026Dmitrij Żatuchin, Daniil DzemesjukGenerative Engine OptimizationSynthetic Data Generation

    Estonian Entrepreneurship University of Applied Sciences (EUAS), Tallinn, Estonia. · Rankfor.AI OÜ, Tallinn, Estonia.

  12. Novel Knowledge-Guided Generative Methods for Synthetic Transcriptomic Data

    Aug 13, 2026Francesca Pia Panaccione, Sofia Mongardi, Marco Masseroli +1Graph Neural NetworksSynthetic Data Generation

    DEIB - Dipartimento Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy

  13. CoMedBench: A Multi-Source Benchmark of Synthetic Medical Data Fidelity and Downstream Utility

    Aug 13, 2026Akanta Das, Al Amin Farhad, Mrinmoy Sarkar Anto +3Benchmark DesignSynthetic Data Generation

    Bangladesh University of Engineering and Technology, Dhaka, Bangladesh · School of Medicine, Stanford University, Stanford, California, United States

  14. A Generative Approach for Improving Multi-Label Defect Classification in Photovoltaic Modules

    Aug 13, 2026Abdul Mueez, Yogesh S. Rawat, Shruti VyasMulti-Label ClassificationSynthetic Data Generation

    Institute of Artificial Intelligence, University of Central Florida, 4356 Scorpius St., Orlando, FL 32816, United States of America

  15. Epiplexity Guided Data Selection and Generation for Out-of-Distribution Generalization

    Aug 12, 2026Ellen Su, Andres Potapczynski, Shikai Qiu +2Synthetic Data GenerationOOD Generalization

    New York University · Inherent

  16. ConVAWG: A Retrieval-Grounded Framework for Controlled Synthetic Dialogue Generation in Violence Against Women and Girls

    Aug 11, 2026Chen Lyu, Xingwei Tan, Simon Cullen +4Synthetic Data GenerationControllable Text Generation

    University of Warwick, UK · University of Sheffield, UK · Forensic Capability Network, UK +1

  17. V-FiLLM: Verified Financial LLM Reasoning Benchmark

    Aug 11, 2026Alicia Larsen, Victoire Laurent, Aulia Kharis Rakhamsari +2Numerical Reasoning in Language ModelsSynthetic Data Generation

    ETH Zürich, Zürich · Aisot Technologies Ltd

  18. Physics-informed Diffusion Generative Model for Time-Series Data Synthesis in Dynamic Systems

    Aug 11, 2026Haiteng Wang, Yunfei Zhu, Tao Wang +4Synthetic Data AugmentationSynthetic Data Generation

    School of Automation Science and Electrical Engineering, Beihang University, Beijing, 100191, China. · School of Software, Beihang University, Beijing, 100191, China. · Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Kowloon, 100191, Hong Kong. +1

  19. Benchmarking Time Series Generation Methods for Privacy-Preserving Forecasting

    Aug 11, 2026Luis Amorim, Vitor Cerqueira, Moises Santos +2Synthetic Data GenerationTime Series Forecasting

    Faculdade de Engenharia da Universidade do Porto, Porto, Portugal · University of Coimbra, Coimbra, Portugal · Laboratory for Artificial Intelligence and Computer Science (LIACC), Portugal +3

  20. Overcoming Data Scarcity and Confidentiality in Hardware Assurance via Synthetic Generation

    Aug 10, 2026Gijung Lee, Ronald Wilson, Damon L. Woodard +1Synthetic-to-Real Domain AdaptationSynthetic Data Generation

    Florida Institute of National Security, University of Florida, Gainesville, Florida, USA

  21. Diffuse the object, keep its label: curating detector training data from a few unlabeled photographs via VLM-built 3D vegetation scenes

    Aug 10, 2026Mario Malizia, Marnix Enting, Rob Haelterman +1Unsupervised Domain AdaptationData Augmentation

    Royal Military Academy, Brussels, Belgium · KU Leuven, Leuven, Belgium · Flanders Make, Heverlee, Belgium

  22. Flow-based conditional cardiac anatomy generation for virtual cohorts

    Aug 10, 2026Konstantinos Kevopoulos, Beatrice Moscoloni, Benjamin Alheit +4Normalizing Flows3D Medical Imaging

    Dept. BioMechanical Engineering, Delft University of Technology, Delft, The Netherlands · Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, USA · BioMMeda – Institute for Biomedical Engineering and Technology, Ghent University, Ghent, Belgium +2

  23. UniDFKD: A Unified Semantic Prior Framework for Architecture-Agnostic Data-Free Knowledge Distillation

    Aug 10, 2026Xuewan He, Tong Chu, Zihan Cheng +5Synthetic Data GenerationCross-Architecture Knowledge Distillation

    University of Electronic Science and Technology of China, Chengdu, China

  24. Automated Generation of Complexity-Validated Decision Scenarios Using Large Language Models

    Aug 9, 2026Abdalla Doleh, Toni Somers, Ratna Babu ChinnamSynthetic Data GenerationPsychometric Validation

    Department of Industrial & Systems Engineering, Wayne State University, Detroit, MI, 48202, USA · Mike Ilitch School of Business, Wayne State University, Detroit, MI, 48202, USA

  25. Population-Level Generative Modeling for Ranking Data

    Aug 9, 2026Zhaoyang ShiSynthetic Data Generation

    Center for Applied Mathematics, Fudan University Shanghai, China

  26. Privacy-Preserving Data Drift Detection and Recovery for Large-Scale LLM Applications via Proxy Representations

    Aug 8, 2026Michael Levit, Josh Ledgard, Haoyu Dong +5LLM EvaluationSynthetic Data Generation

    Microsoft Corporation

  27. Synthetic LiDAR Data Generation and Deterministic Downsampling for Point Cloud Classification on the Edge

    Aug 7, 2026Niclas Meyer, Stefan ReitmannPoint Cloud ClassificationSynthetic Data Generation

    1Chemnitz University of Technology

  28. Improving Low-Resolution Face Recognition under Limited Data: How Synthetic Data Generation Can Close the Domain Gap

    Aug 6, 2026Luis S. Luevano, Ünsal Öztürk, Hatef Otroshi Shahreza +2Synthetic Data AugmentationSynthetic Data Generation

    Idiap Research Institute, Switzerland

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

    Aug 6, 2026Manuel Laufer, Dominik Mairhöfer, Malte Sieren +7Synthetic Data PretrainingMedical Imaging

    Institute for Neuro- and Bioinformatics, University of Lübeck, Germany · University Medical Center Schleswig-Holstein, Lübeck, Germany · IMAGE Information Systems Europe GmbH, Rostock, Germany +1

  30. VSMP-IMU: Video-Grounded Semantic Motion Programs for Sensor-Aware Synthetic IMU Generation

    Aug 6, 2026Lala Shakti Swarup Ray, Vitor Fortes Rey, Mengxi Liu +2Human Activity RecognitionSynthetic Data Generation

    DFKI, Germany · DFKI · RPTU Kaiserslautern-Landau