Search research

Topics & fields

Synthetic Data357 papersSynthetic Data233 papersSynthetic Data Augmentation155 papersSynthetic Dataset54 papersSynthetic Tabular Data42 papersSynthetic Training Data33 papers

961–990 of 2,587

Papers

CardsList

  1. TrajectoryMover: Generative Movement of Object Trajectories in Videos

    Mar 31, 2026Kiran Chhatre, Hyeonho Jeong, Yulia Gryaditskaya +3Controllable Video GenerationVideos

  2. Hyperspectral Image Restoration and Super-resolution with Physics-Aware Deep Learning for Biomedical Applications

    Mar 3, 2025Yuchen Xiang, Zhaolu Liu, Monica Emili Garcia-Segura +12Hyperspectral Image Super-ResolutionHyperspectral Imaging

  3. Learning Feature Encoder with Synthetic Anomalies for Weakly Supervised Graph Anomaly Detection

    May 12, 2026Yingjie Zhou, Yuqin Xie, Fanxing Liu +3Generalist Graph Anomaly DetectionGraph Representation Learning

  4. TUTTI: Toward generalizable audio-to-score transcription via fully synthesized data

    Sep 1, 2026Jianhuai Hu, Yashan Wang, Shangda Wu +7Music GenerationTranscription

  5. Synthetic Benchmarks Overstate Forward-Forward Scaling: Real-Data Limits of Layer-Local Training

    Jun 4, 2026Yucheng ChenSingle Forward PassSingular Learning Theory

  6. Toward Robust and 3D-Aware RGB-NIR Imaging in the Dark

    Jul 31, 2026Muyao Niu, Mingze Ma, Yifan Zhan +5Low-Light ImagesInfrared

  7. Learning Diverse Humanoid Tasks via Synthetic Video Scenarios without Real World Data

    Jul 22, 2026Yun-Hao Tsai, Cong-Thanh Vu, Yen-Chen LiuHuman-To-Robot TransferHumanoid

  8. Towards Inclusive Mobility Modeling: Characterizing and Evaluating Elderly Trajectory Patterns in Urban Systems

    Jun 30, 2026Zhengxuan Wang, Haohan He, Mengying ZhouMobilityUrban Environments

  9. Routing Ceilings Are Domain-Independent: Structural Prior Injection in Code Security Vulnerability Detection

    Jul 16, 2026Manuel Israel CázaresVulnerability Detection & RepairLarge Language Model Safety

  10. A Height-Constrained 2-Point Minimal Solver for Pose Estimation from Active LED Markers with Event Cameras

    Aug 10, 2026Runze Yuan, Alexander Kappler, Jun Zhang +5Category-Level Object Pose EstimationRobust Localization

  11. Fast Fourier Convolutional GAN for 30 m Clear-Sky Land Surface Temperature Gap-Free Reconstruction

    Jul 22, 2026Marwa Alfouly, Smajil Halilovic, Nils Bochow +3Synthetic Aperture Radar

  12. CausalDS: Benchmarking Causal Reasoning in Data-Science Agents

    Jul 9, 2026Andrej Leban, Yuekai SunStructural Causal ModelCausal Reasoning

  13. Multimodal synthesis of MRI and tabular data with diffusion in a joint latent space via cross-attention

    May 5, 2026Daniel Mensing, Jan Kapar, Jochen G. Hirsch +3Medical Image GenerationMagnetic Resonance Imaging

  14. Tell Me: An LLM-powered Mental Well-being Assistant with RAG, Synthetic Dialogue Generation, and Agentic Planning

    Nov 18, 2025Trishala Jayesh AhalparaMental Health SupportSynthesizing Long-Horizon Campus Psychological Counseling Dialogues

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

    Aug 11, 2026Luis Amorim, Vitor Cerqueira, Moises Santos +2Synthetic Time SeriesAnonymization

  16. Naamah: A Large Scale Synthetic Sanskrit NER Corpus via DBpedia Seeding and LLM Generation

    Apr 29, 2026Akhil Rajeev P, Annarao KulkarniNamed-Entity RecognitionLarge Language Model Generation

  17. Value-order Decomposition for Generalist Anomaly Detection

    Jun 12, 2026Miaoyun Zhao, Jing Chen, Miaoni Zhao +1Zero-Shot Anomaly DetectionAnomaly Detection

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

    Jun 27, 2026Yanis Labrak, Dairazalia Sanchez-Cortes, Sergio Burdisso +9

  19. LEBGen: An LLM-Enhanced Bayesian Network Framework for Few-Shot Travel Survey Data Generation

    Sep 8, 2026Zijian Shen, Bin Zhou, Jiguang Wang +2Synthetic DataBayesian Networks

  20. Large scale cross-regional remote sensing flood monitoring framework for operative mapping and impact analysis

    Jul 30, 2026Ilya Novikov, Svetlana Illarionova, Ruslan Dzharkinov +6Flood DetectionSen1Floods11

  21. SpectCount: Spectrotemporal Counting via Synthetic Signals Improves Large Audio Language Models

    Jun 5, 2026Seonuk Kim, Yonghyeon Jun, Ju Yeon Kang +3Large Audio Language ModelsFine-Grained Spatio-Temporal Information

  22. GeoRelight: Learning Joint Geometrical Relighting and Reconstruction with Flexible Multi-Modal Diffusion Transformers

    Apr 22, 2026Yuxuan Xue, Ruofan Liang, Egor Zakharov +6Image RelightingMultimodal Diffusion Transformers

  23. Accelerating New Product Introduction for Visual Quality Inspection via Few-Shot Diffusion-Based Defect Synthesis

    Apr 22, 2026Serkan Hamdi Güğül, Kemal Levi, Burak AcarScalable Defect DetectionInspection

  24. Few-Shot Synthetic Accented Speech for ASR Fine-Tuning: What Helps and When?

    Apr 30, 2026Yurii Halychanskyi, Nimet Beyza Bozdag, Mark Hasegawa-Johnson +2Speech Large Language ModelsPhoneme-Level Analysis

  25. MPISuperRes-PnP: A Super-Resolution Zero-Shot Plug-and-Play Reconstruction Algorithm for Magnetic Particle Imaging

    Aug 10, 2026Vladyslav Gapyak, Thomas März, Andreas WeinmannMagnetic Resonance Imaging ReconstructionDiffusion-Based Super-Resolution Framework

  26. Stacked SVD or SVD stacked? A Random Matrix Theory perspective on data integration

    Jul 29, 2025Tavor Z. Baharav, Phillip B. Nicol, Rafael A. Irizarry +1Singular Value Decomposition

  27. Breaking Time: A Fully Gaussian Framework for Distributed and Continuous-Time SLAM

    Jun 4, 2026Davide Ceriola, Simone Ferrari, Luca Di Giammarino +2Simultaneous Localization And Mapping3D Gaussian Splatting

  28. Spatio-temporal probabilistic forecast using MMAF-guided learning

    Mar 16, 2026Leonardo Bardi, Imma Valentina Curato, Lorenzo ProiettiSpatio-Temporal ForecastingBayesian

  29. Manifold-based Algorithms for the Hadamard Decomposition

    May 27, 2026Nicolas Gillis, Subhayan Saha, Stefano Sicilia +1Singular Value DecompositionLow-Rank Factorization

  30. Overcoming "Physics Shock" in Earth Observation A Heteroscedastic Uncertainty Framework for PINN-based Flood Inference

    May 22, 2026Tewodros Syum Gebre, Jagrati Talreja, Matilda Anokye +1Flood DetectionConventional Physics-Informed Neural Networks