Morteza Ghahremani Ph.D.

AI/ML Scientist at Munich Center for Machine Learning (MCML) & Technical University of Munich (TUM)

Welcome to the innovative universe of Mori! As a member of the AI-Med group at TUM, Mori is at the cutting edge of AI research, constantly pushing the boundaries of what's possible in the intersection of computer vision and medical imaging. Mori's research interests are as diverse as they are innovative, including integrating and analyzing multimodal data to uncover deeper insights, delving into the text-to-image/video via Diffusion Models, enhancing the accuracy and efficiency of organ/object detection in 2D/3D data, revolutionizing deformable image registration of MRI, and improving the clarity and detail of images with denoising and superresolution.

When Mori isn't buried in research papers or tinkering with algorithms, you'll find a playful spirit who loves to explore the intersection of AI and creativity, whether it's generating quirky AI-generated art, imagining whimsical future tech, or just having a good laugh at the latest AI memes.

News

Jun, 2024 StablePose has been released.
Feb, 2024 HViT accepted at CVPR 2024.
Sep, 2023 RegBN accepted at NeurIPS 2023.

Recent publications

(For full list, please see publications or Google Scholar profile.)

  1. H-ViT: A Hierarchical Vision Transformer for Deformable Image Registration
    M. Ghahremani, M. Khateri, B. Jian, B. Wiestler, E. Adeli, and C. Wachinger
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2024
    CVPR Project Code
  2. RegBN: Batch Normalization of Multimodal Data with Regularization
    M. Ghahremani* and C. Wachinger
    Advances in Neural Information Processing Systems (NeurIPS) 2023
    NeurIPS arXiv Project Code
  3. Stable-Pose: Leveraging Transformers for Pose-Guided Text-to-Image Generation
    J. Wang, M. Ghahremani, Y. Li, B. Ommer, and C. Wachinger
    arXiv Project Code
  4. Organ-DETR: Organ Detection via Transformers
    M. Ghahremani, B. R. Ernhofer, J. Wang, M. Makowski, and C. Wachinger
    arXiv Project Code
  5. Box It to Bind It: Unified Layout Control and Attribute Binding in T2I Diffusion Models
    A. Taghipour, M. Ghahremani, M. Bennamoun, A. M. Rekavandi, H. Laga, and F. Boussaid
    arXiv Project Code
  6. No-Clean-Reference Image Super-Resolution: Application to Electron Microscopy
    M. Khateri, M. Ghahremani, A. Sierra, J. Tohka
    IEEE Transactions on Computational Imaging (IEEE-TCI) 2024
    IEEE-TCI arXiv Code
  7. Orderly disorder in point cloud domain
    M. Ghahremani*, B. Tiddeman, Y. Liu, and A. Behera
    European Conference on Computer Vision (ECCV) 2020
    ECCV arXiv
  8. FFD: Fast Feature Detector
    M. Ghahremani*, Y. Liu, and B. Tiddeman
    IEEE Transactions on Image Processing (IEEE TIP) 2021
    IEEE TIP arXiv Code
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