Search research

Topics & fields

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

31–60 of 2,560

Papers

CardsList

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

    Jun 30, 2026Eric Ji, Qiran Hu, Wufei Ma +4Synthetic DataVisual In-Context Learning

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

    Aug 13, 2026Akanta Das, Al Amin Farhad, Mrinmoy Sarkar Anto +3Synthetic DataArea Under The Receiver Operating Characteristic Curve

  3. On the Use of Synthetic Data for Threshold Calibration in Face Recognition: Performance and Security Implications for Border Control Systems

    Jul 27, 2026Arto ApilaSynthetic DataDecision Thresholds

  4. LiBaGS: Lightweight Boundary Gap Synthesis for Targeted Synthetic Data Selection

    May 11, 2026Abhishek Moturu, Anna Goldenberg, Babak TaatiSynthetic DataSynthetic Samples

  5. The Significance of Style Diversity in Annotation-Free Synthetic Data Generation

    Jun 18, 2026Zahra Abbasiantaeb, Zeno Belligoli, Omar Essam +1Synthetic DataConversational Datasets

  6. State Machine Guided Multi-Relational Synthetic Data from Logs for Anomaly Detection

    May 30, 2026Aja Khanal, Apurva NarayanAnomalySynthetic Data

  7. Recover-LoRA for Aggressive Quantization: Reclaiming Accuracy in 2-Bit Language Models via Low-Rank Adaptation with Knowledge Distillation on Synthetic Data

    Jun 2, 2026Devleena Das, Rajeev Patwari, Elliott Delaye +1Large Language Model QuantizationLLM Inference Efficiency

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

    Jun 24, 2026Octavia-Andreea Ciora, Julian Welzel, Dennis Frauen +6Synthetic DataHeterogeneous Treatment Effects

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

    Jun 25, 2026Kyriaki-Margarita Bintsi, Sparsh Makharia, Yaël Balbastre +4Medical Image GenerationSynthetic Data

  10. Synthetic Data from Cross-Domain Events for Large-Scale Recommendation Systems

    May 29, 2026Xiangyu Wang, Yawen He, Shivendra Pratap Singh +12Large-Scale Recommendation SystemsRecommendation

  11. ReMIA: a Powerful and Efficient Alternative to Membership Inference Attacks against Synthetic Data Generators

    May 14, 2026Davide Scassola, Andrea Coser, Sebastiano SaccaniMembership Inference AttacksSynthetic Data

  12. CasualSynth: Generating Structurally Sound Synthetic Data

    May 17, 2026Zehua Cheng, Wei Dai, Jiahao Sun +1Synthetic DataCausal Reasoning

  13. Advancing the State-of-the-Art in Empirical Privacy Auditing

    Jun 9, 2026Nicole Mitchell, Galen Andrew, Arun Ganesh +2Efficient Privacy LossAlgorithm Auditing

  14. Polyglot Teachers: Evaluating Language Models for Multilingual Synthetic Data Generation

    Apr 13, 2026Lester James V. Miranda, Ivan Vulić, Anna KorhonenMultilingualFluency

  15. When Synthetic Data Hurts: On Catastrophic Forgetting in Skill Retrieval for LLM Agents

    Sep 12, 2026Syed Shariyar Murtaza, Yifan Nie, Utkarsh Soni +2Catastrophic ForgettingSynthetic Data

  16. Synthetic Data in Education: Empirical Insights from Traditional Resampling and Deep Generative Models

    Apr 22, 2026Tapiwa Amion Chinodakufa, Ashfaq Ali Shafin, Khandaker Mamun AhmedSynthetic DataPrivacy-Preserving Framework

  17. Synthetic data in cryptocurrencies using generative models

    Apr 17, 2026André Saimon S. Sousa, Otto Pires, Frank Acasiete +3Synthetic DataDecentralized Finance

  18. The Economics of Model Collapse: Equilibrium, Welfare, and Optimal Provenance Subsidies in Synthetic Data Markets

    May 19, 2026Gustav Olaf Yunus Laitinen-Fredriksson Lundström-ImanovSynthetic DataDistributional Fidelity

  19. Can Synthetic Data Overcome the Generalization Limits of AI-Based Flower and Pod Detection Across Cowpea Breeding Genotypes and Environments?

    Jul 30, 2026Hamid Kamangir, Jonathan Berlingeri, Earl Ranario +6Synthetic DataMultimodal Domain Generalization

  20. Know When To Fold 'Em: Token-Efficient LLM Synthetic Data Generation via Multi-Stage In-Flight Rejection

    May 13, 2026Anjir Ahmed Chowdhury, Syed Zawad, Feng YanSynthetic DataLarge Language Model Generation

  21. Solving In-Table Prediction Problems by Deep Neural Networks with Performance Evaluation Using Synthetic Data

    Sep 1, 2026Xiao Zhao, Daniela OelkeTabular LearningTabular Data

  22. PSK at SemEval-2026 Task 9: Multilingual Polarization Detection Using Ensemble Gemma Models with Synthetic Data Augmentation

    May 6, 2026Srikar Kashyap PulipakaPolarizationSynthetic Data Augmentation

  23. What Makes Synthetic Data Effective in Image Segmentation

    May 19, 2026Jinjin Zhang, Xiefan Guo, Yizhou Jin +2Synthetic Image DetectionSynthetic Data

  24. Open Annotations and Synthetic Data for Field Localisation in Indian Bank Cheques

    Jun 14, 2026Jaganadh GopinadhanPixel-Level AnnotationAnnotations

  25. Efficient Financial Language Understanding via Distillation with Synthetic Data

    Jun 17, 2026Wen-Fong, Huang, Edwin SimpsonFinancial Sentiment AnalysisSynthetic Data

  26. Text-conditioned Segmentation for Tomato Phenotyping via Procedural Synthetic Data

    Jul 20, 2026Samy Mounir, Mikolaj Cieslak, Najmeddine Dhieb +83D Plant PhenotypingSynthetic Dataset

  27. Want Better Synthetic Data? Steer It: Activation Steering for Low-Resource Language Generation

    Jun 16, 2026Jan Cegin, Daniil Gurgurov, Yusser Al Ghussin +1Synthetic DataLarge Language Model Generation

  28. SynthSAEBench: Evaluating Sparse Autoencoders on Scalable Realistic Synthetic Data

    Feb 16, 2026David Chanin, Adrià Garriga-AlonsoImproving Sparse AutoencodersSynthetic Data

  29. Synthetic data generation framework for quality control automation in gravure printing

    Jul 23, 2026Korota Arsène Coulibaly, Mohamed Hamlich, Khalid Hmali +1Scalable Defect DetectionSynthetic Image Detection

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

    Aug 13, 2026Francesca Pia Panaccione, Sofia Mongardi, Marco Masseroli +1Spatial TranscriptomicsSynthetic Data