Morteza Ghahremani Ph.D.

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

Morteza Ghahremani

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 is also operating the GenAI pipeline at Novarc Technologies Inc., where generative models dynamically enhance the quality of downstream tasks such as segmentation.

When Mori isn't buried in tasks 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.

Current Projects

  • Generative AI (Text2Image, Image2Video)
  • Multimodal Learning & VLMs
  • Object/Organ/Cancer Detection
  • Image Registration & Restoration
  • Stereo Vision

News

Feb. 2025OrganDETR accepted at IEEE TMI 2025. Link
Dec. 2025StablePose presented at NeurIPS 2024. Link
Dec. 2024DiaMond accepted at WACV 2025. Link
Feb. 2024HViT accepted at CVPR 2024. Link
Sep, 2023RegBN accepted at NeurIPS 2023. Link

Students

PhD Students
  • Mohammad Khateri (UEF, 2022-present)
  • Ashkan Taghipour (UWA, 2022-present)
  • Yitong Li (TUM, 2023-present)
  • Bailiang Jian (TUM, 2023-present)
Master Students
  • Awayzha Shahid (2024-present)
  • Martin Rath (2025-present)
  • Zuzanna Trafas(2025-graduated)
  • Pascual Tejero Cerver (2024-graduated)
  • Nian Li (2024-graduated)
  • Jiajun Wang (2024-graduated)
  • Hamza Haddaoui (2023-graduated)
  • Francisco Navarro Soler (2023-graduated)
  • Benjamin Ernhofer (2023-graduated)

Recent publications

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

  1. H-ViT: A Hierarchical Vision Transformer for Deformable Image Registration
    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
    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
    Stable-Pose: Leveraging Transformers for Pose-Guided Text-to-Image Generation
    J. Wang, M. Ghahremani, Y. Li, B. Ommer, and C. Wachinger
    Advances in Neural Information Processing Systems (NeurIPS), 2024
    NeurIPS arXiv Project Code
  4. Organ-DETR: Organ Detection via Transformers
    Organ-DETR: Organ Detection via Transformers
    M. Ghahremani, B. R. Ernhofer, J. Wang, M. Makowski, and C. Wachinger
    IEEE Transactions on Medical Imaging (IEEE-TMI), 2025
    IEEE-TMI Project Code
  5. Box It to Bind It: Unified Layout Control and Attribute Binding in T2I Diffusion Models
    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
    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