publications

A big thanks to all my amazing collaborators who helped turn these projects from wild ideas into reality!

  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. Faster Image2Video Generation: A Closer Look at CLIP Image Embedding's Impact on Spatio-Temporal Cross-Attentions
    A. Taghipour, M. Ghahremani, M. Bennamoun, A. M. Rekavandi, Z. Li, H. Laga, and F. Boussaid
    arXiv Project Code
  7. 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
  8. FFD: Fast Feature Detector
    M. Ghahremani, Y. Liu, and B. Tiddeman
    IEEE Transactions on Image Processing (IEEE TIP) 2021
    IEEE TIP arXiv Code
  9. Orderly disorder in point cloud domain
    M. Ghahremani, B. Tiddeman, Y. Liu, and A. Behera
    European Conference on Computer Vision (ECCV) 2020
    ECCV arXiv
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