Azade Farshad

58 papers A* 5A 2B 1Journal 29Unranked 20
YearRankTypeTitle / Venue / Authors
2026 A* conf
Conformable Convolution for Topologically Constrained Learning of Complex Anatomical Structures.
AAAI
Yousef Yeganeh, Goktug Guvercin, Nassir Navab, Azade Farshad
2025 — conf
DeepAf: One-Shot Spatiospectral Auto-Focus Model for Digital Pathology.
MICCAI (14)
Yousef Yeganeh, Maximilian Frantzen, Michael Lee, Kun-Hsing Yu, Nassir Navab, Azade Farshad
2025 J jnl
DeepAf: One-Shot Spatiospectral Auto-Focus Model for Digital Pathology.
CoRR
Yousef Yeganeh, Maximilian Frantzen, Michael Lee, Kun-Hsing Yu, Nassir Navab, Azade Farshad
2025 — conf
HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation.
MICCAI (9)
Diego Biagini, Nassir Navab, Azade Farshad
2025 J jnl
HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation.
CoRR
Diego Biagini, Nassir Navab, Azade Farshad
2025 J jnl
Knowledge Graph Sparsification for GNN-based Rare Disease Diagnosis.
CoRR
Premt Cara, Kamilia Zaripova, David Bani-Harouni, Nassir Navab, Azade Farshad
2025 A* conf
Latent Drifting in Diffusion Models for Counterfactual Medical Image Synthesis.
CVPR
Yousef Yeganeh, Azade Farshad, Ioannis Charisiadis, Marta Hasny, Martin Hartenberger, Björn Ommer, Nassir Navab, Ehsan Adeli
2025 — conf
MoViS: Motion-guided Video Generation for Laparoscopic Surgery.
Agentic AI/CREATE/Clinical MLLMs@MICCAI
Yousef Yeganeh, Nassir Navab, Azade Farshad
2025 J jnl
PhenoKG: Knowledge Graph-Driven Gene Discovery and Patient Insights from Phenotypes Alone.
CoRR
Kamilia Zaripova, Ege Özsoy, Nassir Navab, Azade Farshad
2025 J jnl
Self-supervised 3D medical image segmentation by flow-guided mask propagation learning.
Medical Image Anal.
Adeleh Bitarafan, Mohammad Mozafari, Mohammad Farid Azampour, Mahdieh Soleymani Baghshah, Nassir Navab, Azade Farshad
2025 — conf
Semantic Scene Editing for Cholecystectomy Surgery.
COLAS@MICCAI
Çaghan Köksal, Yousef Yeganeh, Nassir Navab, Azade Farshad
2025 J jnl
Stress-Aware Resilient Neural Training.
CoRR
Ashkan Shakarami, Yousef Yeganeh, Azade Farshad, Lorenzo Nicolè, Stefano Ghidoni, Nassir Navab
2025 J jnl
Unit-Based Histopathology Tissue Segmentation via Multi-Level Feature Representation.
CoRR
Ashkan Shakarami, Azade Farshad, Yousef Yeganeh, Lorenzo Nicolè, Peter J. Schüffler, Stefano Ghidoni, Nassir Navab
2025 J jnl
VeLU: Variance-enhanced Learning Unit for Deep Neural Networks.
CoRR
Ashkan Shakarami, Yousef Yeganeh, Azade Farshad, Lorenzo Nicolè, Stefano Ghidoni, Nassir Navab
2024 — conf
AMONuSeg: A Histological Dataset for African Multi-organ Nuclei Semantic Segmentation.
MICCAI (9)
Hasnae Zerouaoui, Gbenga Peter Oderinde, Rida Lefdali, Karima Echihabi, Stephen Peter Akpulu, Nosereme Abel Agbon, Abraham Sunday Musa, Yousef Yeganeh, Azade Farshad, Nassir Navab
2024 J jnl
Conformable Convolution for Topologically Aware Learning of Complex Anatomical Structures.
CoRR
Yousef Yeganeh, Rui Xiao, Goktug Guvercin, Nassir Navab, Azade Farshad
2024 J jnl
Latent Drifting in Diffusion Models for Counterfactual Medical Image Synthesis.
CoRR
Yousef Yeganeh, Ioannis Charisiadis, Marta Hasny, Martin Hartenberger, Björn Ommer, Nassir Navab, Azade Farshad, Ehsan Adeli
2024 — —
Learning to Learn Neural Representations with Limited Data and Supervision.
Azade Farshad
2024 — conf
PRISM: Progressive Restoration for Scene Graph-Based Image Manipulation.
ECCV Workshops (9)
Pavel Jahoda, Yousef Yeganeh, Ehsan Adeli, Nassir Navab, Azade Farshad
2024 — conf
Physics-Informed Latent Diffusion for Multimodal Brain MRI Synthesis.
LDTM/MMMI/ML4MHD/ML-CDS@MICCAI
Sven Lüpke, Yousef Yeganeh, Ehsan Adeli, Nassir Navab, Azade Farshad
2024 J jnl
Physics-Informed Latent Diffusion for Multimodal Brain MRI Synthesis.
CoRR
Sven Lüpke, Yousef Yeganeh, Ehsan Adeli, Nassir Navab, Azade Farshad
2024 — conf
SANGRIA: Surgical Video Scene Graph Optimization for Surgical Workflow Prediction.
GRAIL@MICCAI
Çaghan Köksal, Ghazal Ghazaei, Felix Holm, Azade Farshad, Nassir Navab
2024 J jnl
SANGRIA: Surgical Video Scene Graph Optimization for Surgical Workflow Prediction.
CoRR
Çaghan Köksal, Ghazal Ghazaei, Felix Holm, Azade Farshad, Nassir Navab
2024 — conf
VISAGE: Video Synthesis Using Action Graphs for Surgery.
ISIC/iMIMIC/EARTH/DeCaF@MICCAI
Yousef Yeganeh, Rachmadio Lazuardi, Amir Shamseddin, Emine Dari, Yash Thirani, Nassir Navab, Azade Farshad
2024 J jnl
VISAGE: Video Synthesis using Action Graphs for Surgery.
CoRR
Yousef Yeganeh, Rachmadio Lazuardi, Amir Shamseddin, Emine Dari, Yash Thirani, Nassir Navab, Azade Farshad
2024 J jnl
WiCV@CVPR2024: The Thirteenth Women In Computer Vision Workshop at the Annual CVPR Conference.
CoRR
Asra Aslam, Sachini Herath, Ziqi Huang, Estefania Talavera, Deblina Bhattacharjee, Himangi Mittal, Vanessa Staderini, Mengwei Ren, Azade Farshad
2023 — conf
Anatomy-Aware Masking for Inpainting in Medical Imaging.
ShapeMI@MICCAI
Yousef Yeganeh, Azade Farshad, Nassir Navab
2023 J jnl
DIAMANT: Dual Image-Attention Map Encoders For Medical Image Segmentation.
CoRR
Yousef Yeganeh, Azade Farshad, Peter Weinberger, Seyed-Ahmad Ahmadi, Ehsan Adeli, Nassir Navab
2023 J jnl
PRISM: Progressive Restoration for Scene Graph-based Image Manipulation.
CoRR
Pavel Jahoda, Azade Farshad, Yousef Yeganeh, Ehsan Adeli, Nassir Navab
2023 — conf
Representation Learning for Semantic Scene Understanding.
HHAI
Azade Farshad
2023 J jnl
SCOPE: Structural Continuity Preservation for Medical Image Segmentation.
CoRR
Yousef Yeganeh, Azade Farshad, Güktug Güvercin, Amr Abu-zer, Rui Xiao, Yongjian Tang, Ehsan Adeli, Nassir Navab
2023 — conf
SCOPE: Structural Continuity Preservation for Retinal Vessel Segmentation.
GRAIL/OCELOT@MICCAI
Yousef Yeganeh, Güktug Güvercin, Rui Xiao, Amr Abu-zer, Ehsan Adeli, Azade Farshad, Nassir Navab
2023 — conf
SceneGenie: Scene Graph Guided Diffusion Models for Image Synthesis.
ICCV (Workshops)
Azade Farshad, Yousef Yeganeh, Yu Chi, Chengzhi Shen, Björn Ommer, Nassir Navab
2023 J jnl
SceneGenie: Scene Graph Guided Diffusion Models for Image Synthesis.
CoRR
Azade Farshad, Yousef Yeganeh, Yu Chi, Chengzhi Shen, Björn Ommer, Nassir Navab
2023 — conf
Transformers Pay Attention to Convolutions Leveraging Emerging Properties of ViTs by Dual Attention-Image Network.
ICCV (Workshops)
Yousef Yeganeh, Azade Farshad, Peter Weinberger, Seyed-Ahmad Ahmadi, Ehsan Adeli, Nassir Navab
2023 — conf
VISA-FSS: A Volume-Informed Self Supervised Approach for Few-Shot 3D Segmentation.
MICCAI (2)
Mohammad Mozafari, Adeleh Bitarafan, Mohammad Farid Azampour, Azade Farshad, Mahdieh Soleymani Baghshah, Nassir Navab
2022 J jnl
Adaptive Personlization in Federated Learning for Highly Non-i.i.d. Data.
CoRR
Yousef Yeganeh, Azade Farshad, Johann Boschmann, Richard Gaus, Maximilian Frantzen, Nassir Navab
2022 A conf
DisPositioNet: Disentangled Pose and Identity in Semantic Image Manipulation.
BMVC
Azade Farshad, Yousef Yeganeh, Helisa Dhamo, Federico Tombari, Nassir Navab
2022 J jnl
DisPositioNet: Disentangled Pose and Identity in Semantic Image Manipulation.
CoRR
Azade Farshad, Yousef Yeganeh, Helisa Dhamo, Federico Tombari, Nassir Navab
2022 — conf
FedAP: Adaptive Personalization in Federated Learning for Non-IID Data.
DeCaF/FAIR@MICCAI
Yousef Yeganeh, Azade Farshad, Johann Boschmann, Richard Gaus, Maximilian Frantzen, Nassir Navab
2022 — conf
MetaMedSeg: Volumetric Meta-learning for Few-Shot Organ Segmentation.
DART@MICCAI
Azade Farshad, Anastasia Makarevich, Vasileios Belagiannis, Nassir Navab
2022 J jnl
Shape-Aware Masking for Inpainting in Medical Imaging.
CoRR
Yousef Yeganeh, Azade Farshad, Nassir Navab
2022 — conf
Y-Net: A Spatiospectral Dual-Encoder Network for Medical Image Segmentation.
MICCAI (2)
Azade Farshad, Yousef Yeganeh, Peter Gehlbach, Nassir Navab
2022 J jnl
Υ-Net: A Spatiospectral Network for Retinal OCT Segmentation.
CoRR
Azade Farshad, Yousef Yeganeh, Peter Gehlbach, Nassir Navab
2021 A* conf
Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information.
NeurIPS
Yang Zhang, Ashkan Khakzar, Yawei Li, Azade Farshad, Seong Tae Kim, Nassir Navab
2021 J jnl
Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information.
CoRR
Yang Zhang, Ashkan Khakzar, Yawei Li, Azade Farshad, Seong Tae Kim, Nassir Navab
2021 A conf
MIGS: Meta Image Generation from Scene Graphs.
BMVC
Azade Farshad, Sabrina Musatian, Helisa Dhamo, Nassir Navab
2021 J jnl
MIGS: Meta Image Generation from Scene Graphs.
CoRR
Azade Farshad, Sabrina Musatian, Helisa Dhamo, Nassir Navab
2021 J jnl
MetaMedSeg: Volumetric Meta-learning for Few-Shot Organ Segmentation.
CoRR
Anastasia Makarevich, Azade Farshad, Vasileios Belagiannis, Nassir Navab
2021 A* conf
Unconditional Scene Graph Generation.
ICCV
Sarthak Garg, Helisa Dhamo, Azade Farshad, Sabrina Musatian, Nassir Navab, Federico Tombari
2021 J jnl
Unconditional Scene Graph Generation.
CoRR
Sarthak Garg, Helisa Dhamo, Azade Farshad, Sabrina Musatian, Nassir Navab, Federico Tombari
2020 — conf
Inverse Distance Aggregation for Federated Learning with Non-IID Data.
DART/DCL@MICCAI
Yousef Yeganeh, Azade Farshad, Nassir Navab, Shadi Albarqouni
2020 J jnl
Inverse Distance Aggregation for Federated Learning with Non-IID Data.
CoRR
Yousef Yeganeh, Azade Farshad, Nassir Navab, Shadi Albarqouni
2020 A* conf
Semantic Image Manipulation Using Scene Graphs.
CVPR
Helisa Dhamo, Azade Farshad, Iro Laina, Nassir Navab, Gregory D. Hager, Federico Tombari, Christian Rupprecht
2020 J jnl
Semantic Image Manipulation Using Scene Graphs.
CoRR
Helisa Dhamo, Azade Farshad, Iro Laina, Nassir Navab, Gregory D. Hager, Federico Tombari, Christian Rupprecht
2018 — conf
Adversarial Network Compression.
ECCV Workshops (4)
Vasileios Belagiannis, Azade Farshad, Fabio Galasso
2018 J jnl
Adversarial Network Compression.
CoRR
Vasileios Belagiannis, Azade Farshad, Fabio Galasso
2014 B conf
SigmoRep: A Robust Reputation Model for Open Collaborative Environments.
TrustCom
Ahmad A. Kardan, Reza Salarmehr, Azade Farshad