W6779823529

• Fidelity-agnostic synthetic data generation improves utility while retaining privacy

  2025 Patterns article Computer Science Privacy-Preserving Technologies in Data Open access

  8

  citations
• End‐to‐end frequency enhancement framework for GPR images using domain‐adaptive generative adversarial networks

  2025 Computer-Aided Civil and Infrastructure Engineering article Engineering Geophysical Methods and Applications Open access

  3

  citations
• Releasing differentially private event logs using generative models

  2025 Data & Knowledge Engineering article Computer Science Privacy-Preserving Technologies in Data Open access

  3

  citations
• Cascaded Diffusion Models for 2D and 3D Microscopy Image Synthesis to Enhance Cell Segmentation

  2025 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques

  5

  citations
• Advances in kidney biopsy lesion assessment through dense instance segmentation

  2025 Artificial Intelligence in Medicine article Computer Science AI in cancer detection Open access

  5

  citations
• Generation of Synthetic Micro-Doppler Radar Data Using Generative Diffusion Models

  2025 International Electrical Engineering Congress (iEECON) conference-paper Engineering Advanced SAR Imaging Techniques

  0

  citations
• Fine-Tuning Image-Conditional Diffusion Models is Easier than you Think

  2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) conference-paper Computer Science Advanced Vision and Imaging Open access

  26

  citations
• A bearing fault data augmentation method based on hybrid-diversity loss diffusion model and parameter transfer

  2024 Reliability Engineering & System Safety article Engineering Machine Fault Diagnosis Techniques

  44

  citations
• Reconstruction of patient-specific confounders in AI-based radiologic image interpretation using generative pretraining

  2024 Cell Reports Medicine article Computer Science Explainable Artificial Intelligence (XAI) Open access

  10

  citations
• Enhancing Rare Object Detection on Roadways Through Conditional Diffusion Models for Data Augmentation

  2024 IEEE Transactions on Intelligent Transportation Systems article Computer Science Advanced Neural Network Applications cited by 1 patent

  7

  citations
• ControlRoom3D: Room Generation Using Semantic Proxy Rooms

  2024 IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings conference-paper Engineering 3D Shape Modeling and Analysis cited by 2 patents

  31

  citations
• Retinal OCT Synthesis with Denoising Diffusion Probabilistic Models for Layer Segmentation

  2024 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Medicine Retinal Imaging and Analysis

  7

  citations
• Using histopathology latent diffusion models as privacy-preserving dataset augmenters improves downstream classification performance

  2024 Computers in Biology and Medicine article Computer Science AI in cancer detection Open access

  13

  citations
• TECA: Text-Guided Generation and Editing of Compositional 3D Avatars

  2024 International Conference on 3D Vision (3DV) conference-paper Engineering 3D Shape Modeling and Analysis

  24

  citations
• A controllable generative model for generating pavement crack images in complex scenes

  2024 Computer-Aided Civil and Infrastructure Engineering article Engineering Infrastructure Maintenance and Monitoring Open access

  40

  citations
• Denoising diffusion probabilistic models for generation of realistic fully-annotated microscopy image datasets

  2024 PLoS Computational Biology article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  33

  citations
• Diffusion models in medical imaging: A comprehensive survey

  2023 Medical Image Analysis article Computer Science Generative Adversarial Networks and Image Synthesis cited by 3 patents

  769

  citations

17 results