Reza Azad
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
20
Venues
6
Active years
2020–2025
Best venue rank
A*
Where they publish
Papers
20 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICCV | SL | Reza Rezaeian, Moein Heidari, Reza Azad, Dorit Merhof, Hamid Soltanian-Zadeh, Ilker Hacihaliloglu |
| 2025 | MICCAI | CENet: Context Enhancement Network for Medical Image Segmentation. | Afshin Bozorgpour, Sina Ghorbani Kolahi, Reza Azad, Ilker Hacihaliloglu, Dorit Merhof |
| 2025 | MICCAI | LHU-Net: A Lean Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Segmentation. | Yousef Sadegheih, Afshin Bozorgpour, Pratibha Kumari, Reza Azad, Dorit Merhof |
| 2025 | WACV | Frequency-Domain Refinement of Vision Transformers for Robust Medical Image Segmentation Under Degradation. | Sanaz Karimijafarbigloo, Sina Ghorbani Kolahi, Reza Azad, Ulas Bagci, Dorit Merhof |
| 2024 | BMVC | MSA2Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentation. | Sina Ghorbani Kolahi, Seyed Kamal Chaharsooghi, Toktam Khatibi, Afshin Bozorgpour, Reza Azad, Moein Heidari, Ilker Hacihaliloglu, Dorit Merhof |
| 2024 | MICCAI | Self-Supervised Contrastive Learning for Consistent Few-Shot Image Representations. | Sanaz Karimijafarbigloo, Reza Azad, Dorit Merhof |
| 2024 | WACV | Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation. | Reza Azad, Leon Niggemeier, Michael Httemann, Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Yury Velichko, Ulas Bagci, Dorit Merhof |
| 2024 | WACV | INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings. | Amirhossein Kazerouni, Reza Azad, Alireza Hosseini, Dorit Merhof, Ulas Bagci |
| 2023 | ICASSP | End-to-End Classification of Cell-Cycle Stages with Center-Cell Focus Tracker Using Recurrent Neural Networks. | Abin Jose, Rijo Roy, Dennis Eschweiler, Ina Laube, Reza Azad, Daniel Moreno-Andrs, Johannes Stegmaier |
| 2023 | MICCAI | DAE-Former: Dual Attention-Guided Efficient Transformer for Medical Image Segmentation. | Reza Azad, Ren Arimond, Ehsan Khodapanah Aghdam, Amirhossein Kazerouni, Dorit Merhof |
| 2023 | MICCAI | Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection. | Reza Azad, Amirhossein Kazerouni, Babak Azad, Ehsan Khodapanah Aghdam, Yury Velichko, Ulas Bagci, Dorit Merhof |
| 2023 | MICCAI | DermoSegDiff: A Boundary-Aware Segmentation Diffusion Model for Skin Lesion Delineation. | Afshin Bozorgpour, Yousef Sadegheih, Amirhossein Kazerouni, Reza Azad, Dorit Merhof |
| 2023 | MICCAI | Self-supervised Few-Shot Learning for Semantic Segmentation: An Annotation-Free Approach. | Sanaz Karimijafarbigloo, Reza Azad, Dorit Merhof |
| 2023 | WACV | HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation. | Moein Heidari, Amirhossein Kazerouni, Milad Soltany Kadarvish, Reza Azad, Ehsan Khodapanah Aghdam, Julien Cohen-Adad, Dorit Merhof |
| 2022 | MICCAI | Intervertebral Disc Labeling with Learning Shape Information, a Look once Approach. | Reza Azad, Moein Heidari, Julien Cohen-Adad, Ehsan Adeli, Dorit Merhof |
| 2022 | MICCAI | TransDeepLab: Convolution-Free Transformer-Based DeepLab v3+ for Medical Image Segmentation. | Reza Azad, Moein Heidari, Moein Shariatnia, Ehsan Khodapanah Aghdam, Sanaz Karimijafarbigloo, Ehsan Adeli, Dorit Merhof |
| 2022 | MICCAI | Contextual Attention Network: Transformer Meets U-Net. | Reza Azad, Moein Heidari, Yuli Wu, Dorit Merhof |
| 2021 | MICCAI | Stacked Hourglass Network with a Multi-level Attention Mechanism: Where to Look for Intervertebral Disc Labeling. | Reza Azad, Lucas Rouhier, Julien Cohen-Adad |
| 2021 | WACV | On the Texture Bias for Few-Shot CNN Segmentation. | Reza Azad, Abdur Razzaq Fayjie, Claude Kauffmann, Ismail Ben Ayed, Marco Pedersoli, Jose Dolz |
| 2020 | ECCV | Attention Deeplabv3+: Multi-level Context Attention Mechanism for Skin Lesion Segmentation. | Reza Azad, Maryam Asadi-Aghbolaghi, Mahmood Fathy, Sergio Escalera |