Amirhossein Kazerouni

38 papers A 4Journal 24Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Face2Scene: Using Facial Degradation as an Oracle for Diffusion-Based Scene Restoration. CoRR Amirhossein Kazerouni, Maitreya Suin, Tristan Aumentado-Armstrong, Sina Honari, Amanpreet Walia, Iqbal Mohomed, Konstantinos G. Derpanis, Babak Taati, Alex Levinshtein
2025	J	`jnl`	LIFT: Latent Implicit Functions for Task- and Data-Agnostic Encoding. CoRR Amirhossein Kazerouni, Soroush Mehraban, Michael Brudno, Babak Taati
2025	J	`jnl`	MedScale-Former: Self-guided multiscale transformer for medical image segmentation. Medical Image Anal. Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Dorit Merhof
2025	J	`jnl`	STAF: Sinusoidal Trainable Activation Functions for Implicit Neural Representation. CoRR Alireza Morsali, MohammadJavad Vaez, Hossein Soltani, Amirhossein Kazerouni, Babak Taati, Morteza Mohammad Noori
2025	A	`conf`	SUM: Saliency Unification Through Mamba for Visual Attention Modeling. WACV Alireza Hosseini, Amirhossein Kazerouni, Saeed Akhavan, Michael Brudno, Babak Taati
2025	J	`jnl`	SynPAIN: A Synthetic Dataset of Pain and Non-Pain Facial Expressions. CoRR Babak Taati, Muhammad Muzammil, Yasamin Zarghami, Abhishek Moturu, Amirhossein Kazerouni, Hailey Reimer, Alex Mihailidis, Thomas Hadjistavropoulos
2024	J	`jnl`	Advances in medical image analysis with vision Transformers: A comprehensive review. Medical Image Anal. Reza Azad, Amirhossein Kazerouni, Moein Heidari, Ehsan Khodapanah Aghdam, Amirali Molaei, Yiwei Jia, Abin Jose, Rijo Roy, Dorit Merhof
2024	A	`conf`	Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation. WACV Reza Azad, Leon Niggemeier, Michael Hüttemann, Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Yury Velichko, Ulas Bagci, Dorit Merhof
2024	J	`jnl`	Enhancing Efficiency in Vision Transformer Networks: Design Techniques and Insights. CoRR Moein Heidari, Reza Azad, Sina Ghorbani Kolahi, René Arimond, Leon Niggemeier, Alaa Sulaiman, Afshin Bozorgpour, Ehsan Khodapanah Aghdam, Amirhossein Kazerouni, Ilker Hacihaliloglu, Dorit Merhof
2024	—	`conf`	Fusenet: Self-Supervised Dual-Path Network For Medical Image Segmentation. ISBI Amirhossein Kazerouni, Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulas Bagci, Dorit Merhof
2024	A	`conf`	INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings. WACV Amirhossein Kazerouni, Reza Azad, Alireza Hosseini, Dorit Merhof, Ulas Bagci
2024	—	`conf`	Reducing Uncertainty in 3D Medical Image Segmentation under Limited Annotations through Contrastive Learning. MIDL Sanaz Jarimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Dorit Merhof
2024	J	`jnl`	SUM: Saliency Unification through Mamba for Visual Attention Modeling. CoRR Alireza Hosseini, Amirhossein Kazerouni, Saeed Akhavan, Michael Brudno, Babak Taati
2023	J	`jnl`	Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review. CoRR Reza Azad, Amirhossein Kazerouni, Moein Heidari, Ehsan Khodapanah Aghdam, Amirali Molaei, Yiwei Jia, Abin Jose, Rijo Roy, Dorit Merhof
2023	J	`jnl`	An intelligent modular real-time vision-based system for environment perception. CoRR Amirhossein Kazerouni, Amirhossein Heydarian, Milad Soltany Kadarvish, Aida Mohammadshahi, Abbas Omidi, Saeed Ebadollahi
2023	J	`jnl`	Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation. CoRR Reza Azad, Leon Niggemeier, Michael Huttemann, Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Yury Velichko, Ulas Bagci, Dorit Merhof
2023	—	`conf`	DAE-Former: Dual Attention-Guided Efficient Transformer for Medical Image Segmentation. PRIME@MICCAI Reza Azad, René Arimond, Ehsan Khodapanah Aghdam, Amirhossein Kazerouni, Dorit Merhof
2023	—	`conf`	DermoSegDiff: A Boundary-Aware Segmentation Diffusion Model for Skin Lesion Delineation. PRIME@MICCAI Afshin Bozorgpour, Yousef Sadegheih, Amirhossein Kazerouni, Reza Azad, Dorit Merhof
2023	J	`jnl`	DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation. CoRR Afshin Bozorgpour, Yousef Sadegheih, Amirhossein Kazerouni, Reza Azad, Dorit Merhof
2023	J	`jnl`	Diffusion models in medical imaging: A comprehensive survey. Medical Image Anal. Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Moein Heidari, Reza Azad, Mohsen Fayyaz, Ilker Hacihaliloglu, Dorit Merhof
2023	J	`jnl`	Foundational Models in Medical Imaging: A Comprehensive Survey and Future Vision. CoRR Bobby Azad, Reza Azad, Sania Eskandari, Afshin Bozorgpour, Amirhossein Kazerouni, Islem Rekik, Dorit Merhof
2023	J	`jnl`	FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation. CoRR Amirhossein Kazerouni, Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulas Bagci, Dorit Merhof
2023	A	`conf`	HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation. WACV Moein Heidari, Amirhossein Kazerouni, Milad Soltany Kadarvish, Reza Azad, Ehsan Khodapanah Aghdam, Julien Cohen-Adad, Dorit Merhof
2023	J	`jnl`	INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings. CoRR Amirhossein Kazerouni, Reza Azad, Alireza Hosseini, Dorit Merhof, Ulas Bagci
2023	—	`conf`	Implicit Neural Representation in Medical Imaging: A Comparative Survey. ICCV (Workshops) Amirali Molaei, Amirhossein Aminimehr, Armin Tavakoli, Amirhossein Kazerouni, Bobby Azad, Reza Azad, Dorit Merhof
2023	J	`jnl`	Implicit Neural Representation in Medical Imaging: A Comparative Survey. CoRR Amirali Molaei, Amirhossein Aminimehr, Armin Tavakoli, Amirhossein Kazerouni, Bobby Azad, Reza Azad, Dorit Merhof
2023	—	`conf`	Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection. MICCAI (3) Reza Azad, Amirhossein Kazerouni, Babak Azad, Ehsan Khodapanah Aghdam, Yury Velichko, Ulas Bagci, Dorit Merhof
2023	J	`jnl`	Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection. CoRR Reza Azad, Amirhossein Kazerouni, Babak Azad, Ehsan Khodapanah Aghdam, Yury Velichko, Ulas Bagci, Dorit Merhof
2023	—	`conf`	MMCFormer: Missing Modality Compensation Transformer for Brain Tumor Segmentation. MIDL Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Saeed Ebadollahi, Dorit Merhof
2023	—	`conf`	MS-Former: Multi-Scale Self-Guided Transformer for Medical Image Segmentation. MIDL Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Dorit Merhof
2023	—	`conf`	Self-supervised Semantic Segmentation: Consistency over Transformation. ICCV (Workshops) Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Yury Velichko, Ulas Bagci, Dorit Merhof
2023	J	`jnl`	Self-supervised Semantic Segmentation: Consistency over Transformation. CoRR Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Yury Velichko, Ulas Bagci, Dorit Merhof
2023	—	`conf`	Unlocking Fine-Grained Details with Wavelet-Based High-Frequency Enhancement in Transformers. MLMI@MICCAI (1) Reza Azad, Amirhossein Kazerouni, Alaa Sulaiman, Afshin Bozorgpour, Ehsan Khodapanah Aghdam, Abin Jose, Dorit Merhof
2023	J	`jnl`	Unlocking Fine-Grained Details with Wavelet-based High-Frequency Enhancement in Transformers. CoRR Reza Azad, Amirhossein Kazerouni, Alaa Sulaiman, Afshin Bozorgpour, Ehsan Khodapanah Aghdam, Abin Jose, Dorit Merhof
2022	J	`jnl`	DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation. CoRR Reza Azad, René Arimond, Ehsan Khodapanah Aghdam, Amirhossein Kazerouni, Dorit Merhof
2022	J	`jnl`	Diffusion Models for Medical Image Analysis: A Comprehensive Survey. CoRR Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Moein Heidari, Reza Azad, Mohsen Fayyaz, Ilker Hacihaliloglu, Dorit Merhof
2022	J	`jnl`	HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation. CoRR Moein Heidari, Amirhossein Kazerouni, Milad Soltany Kadarvish, Reza Azad, Ehsan Khodapanah Aghdam, Julien Cohen-Adad, Dorit Merhof
2021	J	`jnl`	Ensemble Neural Representation Networks. CoRR Milad Soltany Kadarvish, Hesam Mojtahedi, Hossein Entezari Zarch, Amirhossein Kazerouni, Alireza Morsali, Azra Abtahi, Farokh Marvasti