W6765779288

• 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
• Towards artificial data generation for accelerated PET detector ML-based timing calibration using GANs

  2024 conference-paper Physics and Astronomy Radiation Detection and Scintillator Technologies

  1

  citations
• Adversarial Latent Autoencoder with Self-Attention for Structural Image Synthesis

  2024 IEEE Conference on Artificial Intelligence (CAI) conference-paper Computer Science Generative Adversarial Networks and Image Synthesis Open access

  3

  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
• GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomy

  2024 Medical Image Analysis review Computer Science Generative Adversarial Networks and Image Synthesis Open access

  45

  citations
• Interactive NeRF Geometry Editing With Shape Priors

  2023 IEEE Transactions on Pattern Analysis and Machine Intelligence article Engineering 3D Shape Modeling and Analysis Open access cited by 3 patents

  12

  citations
• Identifying the advantageous latent space dimensionality for StyleGANs used in industrial machine vision applications

  2023 conference-paper Computer Science Generative Adversarial Networks and Image Synthesis

  1

  citations
• 3D Shape Generation with Grid-based Implicit Functions

  2021 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 3 patents

  40

  citations
• Cellcyclegan: Spatiotemporal Microscopy Image Synthesis Of Cell Populations Using Statistical Shape Models And Conditional Gans

  2021 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  9

  citations
• GAN-based Defect Synthesis for Anomaly Detection in Fabrics

  2020 IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) conference-paper Engineering Industrial Vision Systems and Defect Detection cited by 2 patents

  18

  citations

10 results