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

151–180 of 2,560

Papers

CardsList

  1. ScribbleEdit: Synthetic Data for Image Editing with Scribbles and Text

    May 1, 2026Anya Ji, George Ma, Téa Wright +4Image EditingScratch

  2. Protocol generalisation for brain tissue microstructure estimation via hypernetwork-controlled geometric deep learning

    Aug 3, 2026Andrea Brigliadori, Leevi Kerkela, Hui ZhangGeometric Deep LearningMagnetic Resonance Imaging

  3. Contrastive Analysis of Linguistic Representations in Large Language Model Outputs through Structured Synthetic Data Generation and Abstracted N-gram Associations

    Apr 19, 2026S. A. Desimone, L. Alonso AlemanyLinguisticsLarge Language Model Bias

  4. Clinical Communication Processing with Models Trained on LLM-Generated Synthetic Data: A Structured Survey and Novel Application Case Studies

    Aug 6, 2026Alexander Apartsin, Yehudit ApersteinClinical NotesNatural Language Processing

  5. SynthSentry: Detecting Synthetic Data Contamination in Language Model Training Data

    Sep 14, 2026Praveen Kumar Myakala, Ravichandra Namburi, Sowmya Keragodu Jayaramu +1Training DataLoop Engineering

  6. Scaling LLM Knowledge Boundaries via Distribution-Optimized Synthesis

    Jun 22, 2026Songze Li, Yarong Lan, Zhongpu Bo +16Synthetic DataConstraint-Aware Synthesis

  7. Few-Shot Hyperspectral Aphid Detection via FastGAN Synthetic Data Generation, Transformer-Based Classification and Explainable AI

    Jun 19, 2026Ali SaeidanHyperspectral Image ClassificationTomato Diseases

  8. InFlux++: Real and Synthetic Data for Estimating Dynamic Camera Intrinsics

    Jul 6, 2026Erich Liang, Caleb Kha-Uong, Chinmaya Saran +5Camera IntrinsicsCamera Control

  9. DroneGround: Open-Vocabulary Drone Payload Characterization Using Synthetic Data and Grounded Vision-Language Models

    Sep 7, 2026Ami Pandat, Rajasekhar Punna, Gopika Vinod +1Aerial DatasetUnmanned Aerial Vehicle Detection

  10. Enhancing Facial Expression Recognition in Head-Mounted Displays with Synthetic Data

    Jul 5, 2026Jianing Deng, Qiang Zhou, Jingtong HuFacial Expression RecognitionSynthetic Motion Datasets

  11. Trinity: Unifying Class-Agnostic Terrain and Semantic Segmentation for Unstructured Outdoor Environments by Leveraging Synthetic Data

    May 26, 2026Marcus G Müller, Wout Boerdijk, Maximilian Durner +5TraversabilityTerrain

  12. When Does Synthetic Patent Data Help? Volume-Fidelity Trade-offs in Low-Resource Multi-Label Classification

    May 22, 2026Amirhossein Yousefiramandi, Ciaran CooneySynthetic DataPatent

  13. SKT: Skill-Use Training at Scale via Verified Synthetic Data Generation

    Aug 3, 2026Zelin Tan, Yiqun Zhang, Hao Li +11Task Synthesis

  14. Enhancing Brain MRI Anomaly Detection and Reasoning with ROI Rethink and Synthetic Data

    Jun 24, 2026Shangkun Li, Jie Xu, Yi Guo +2Medical Vision-Language ModelsBrain

  15. Efficiently Linking Real Scenes with Synthetic Data Generation for AI-based Cognitive Robotics and Computer Vision Applications

    Jun 18, 2026Paul Koch, Vivek Chavan, André Sers +4Synthetic-To-Real Domain GapIndoor Scene Generation

  16. Regularized Machine Learning for System Identification of Ship Free-Running Manoeuvres from CFD-Based Synthetic Data: A Comparative Study

    Jun 15, 2026R. F. Suárez, J. C. Berndt, M. Abdel-MaksoudSystem IdentificationFluid Dynamics

  17. SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data

    Jun 15, 2026Wenjie Wang, Yue Huang, Zhengqing Yuan +6Large Language Model AlignmentLarge Language Model Adaptation

  18. Self-Verified Distillation: Your Language Model Is Secretly Its Own Synthetic Data Pipeline

    May 20, 2026Tony Lee, Percy LiangLarge Language Model Post-TrainingLarge Reasoning Models

  19. Template-as-Ontology: Configurable Synthetic Data Infrastructure for Cross-Domain Manufacturing AI Validation

    May 11, 2026Grama ChethanSynthetic DataModular Agentic Framework

  20. AtteConDA: Attention-Based Conflict Suppression in Multi-Condition Diffusion Models and Synthetic Data Augmentation

    May 10, 2026Shogo NoguchiSynthetic Data AugmentationHigh-Fidelity Conditional Generation

  21. CECOR: Correction-oriented synthetic data construction for factual error correction

    May 4, 2026Lei Zhu, Xiaobao Wang, Jianbiao Yang +4Error CorrectionMultimodal Knowledge Editing

  22. WaferSAGE: Large Language Model-Powered Wafer Defect Analysis via Synthetic Data Generation and Rubric-Guided Reinforcement Learning

    Apr 30, 2026Ke Xu, Zhongyuan LianSynthetic Data

  23. Actively Learning Halfspaces without Synthetic Data

    Sep 25, 2025Hadley Black, Kasper Green Larsen, Arya Mazumdar +2Optimal Sample ComplexitySynthetic Data

  24. Physics-Informed Neural Networks and Radial Basis Functions for PDEs with Dirac Delta Sources

    Jun 10, 2026Manuel Reyna, Alexandre TartakovskyConventional Physics-Informed Neural NetworksRadial Basis Function

  25. Rapidly deploying on-device eye tracking by distilling visual foundation models

    Apr 2, 2026Cheng Jiang, Jogendra Kundu, David Colmenares +4Gaze Target EstimationEye Tracking

  26. TailBooster: A Dual-Layer Generative Framework for Extreme Value Augmentation with Operational Validity Enforcement

    Aug 12, 2026Karim Aly, Alexei Sharpanskykh, Jacco HoekstraSynthetic Data AugmentationAugmentation

  27. Impact of Synthetic Lesional MR Images in Automated Focal Cortical Dysplasia Detection in Low-Data Scenarios

    Jun 5, 2026Prabhjot Kaur, Hakim Ouaalam, Sedat Kandemirli +2Medical Image GenerationMagnetic Resonance Imaging

  28. Synthetic Interaction Data for Scalable Personalization in Large Language Models

    Feb 12, 2026Yuchen Ma, Yue Huang, Wenjie Wang +3PersonalizationPairwise Preferences

  29. A Practical Upper Bound on Selection Bias Effects in Medical Prediction Models

    May 30, 2026Kara Liu, Maggie Wang, Russ B. AltmanSelection BiasModel Selection

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

    Aug 12, 2026Ellen Su, Andres Potapczynski, Shikai Qiu +2Distributional Learning