Naji Khosravan

Most-cited papers

Deep learning beyond cats and dogs: recent advances in diagnosing breast cancer with deep neural networks.
J. Burt, N. Torosdagli, Naji Khosravan, Harish RaviPrakash +4 more
2018British Journal of Radiology150 citations Open access
Semantic Scholar
S4ND: Single-Shot Single-Scale Lung Nodule Detection
Naji Khosravan, Ulas Bagci
2018International Conference on Medical Image Computing and Computer-Assisted Intervention122 citations Open access
Semantic Scholar
A Collaborative Computer Aided Diagnosis (C-CAD) System with Eye-Tracking, Sparse Attentional Model, and Deep Learning
Naji Khosravan, H. Celik, B. Turkbey, E. Jones +2 more
2018Medical Image Anal.101 citations Open access
Semantic Scholar
Zillow Indoor Dataset: Annotated Floor Plans With 360° Panoramas and 3D Room Layouts
S. Cruz, Will Hutchcroft, Yuguang Li, Naji Khosravan +2 more
2021Computer Vision and Pattern Recognition98 citations
Semantic Scholar
The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset
Arjun D Desai, Francesco Calivá, C. Iriondo, Naji Khosravan +25 more
2020Radiology: Artificial Intelligence81 citations Open access
Semantic Scholar
Semi-Supervised Multi-Task Learning for Lung Cancer Diagnosis
Naji Khosravan, Ulas Bagci
2018Annual International Conference of the IEEE Engineering in Medicine and Biology Society44 citations Open access
Semantic Scholar
LASER: LAtent SpacE Rendering for 2D Visual Localization
Zhixiang Min, Naji Khosravan, Zachary Bessinger, M. Narayana +3 more
2022Computer Vision and Pattern Recognition38 citations Open access
Semantic Scholar
PAN: Projective Adversarial Network for Medical Image Segmentation
Naji Khosravan, Aliasghar Mortazi, M. Wallace, Ulas Bagci
2019International Conference on Medical Image Computing and Computer-Assisted Intervention37 citations Open access
Semantic Scholar
Gaze2Segment: A Pilot Study for Integrating Eye-Tracking Technology into Medical Image Segmentation
Naji Khosravan, H. Celik, B. Turkbey, Ruida Cheng +8 more
2016MCV/BAMBI@MICCAI33 citations Open access
Semantic Scholar
Multi-Modal Federated Learning for Cancer Staging Over Non-IID Datasets With Unbalanced Modalities
Kasra Borazjani, Naji Khosravan, Leslie Ying, Seyyedali Hosseinalipour
2024IEEE Transactions on Medical Imaging28 citations Open access
Semantic Scholar
On Attention Modules for Audio-Visual Synchronization
Naji Khosravan, Shervin Ardeshir, R. Puri
2018CVPR Workshops25 citations
Semantic Scholar
Cross-modality Knowledge Transfer for Prostate Segmentation from CT Scans
Yu-Cheng Liu, Naji Khosravan, Yu-Lin Liu, J. Stember +4 more
2019DART/MIL3ID@MICCAI19 citations Open access
Semantic Scholar
Graph-CoVis: GNN-based Multi-view Panorama Global Pose Estimation
Negar Nejatishahidin, Will Hutchcroft, M. Narayana, Ivaylo Boyadzhiev +4 more
20232023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)14 citations Open access
Semantic Scholar
Deformable Capsules for Object Detection
Rodney LaLonde, Naji Khosravan, Ulas Bagci
2021Advanced Intelligent Systems13 citations Open access
Semantic Scholar
Multi-Modal Multi-Task (M3T) Federated Foundation Models for Embodied AI: Potentials and Challenges for Edge Integration
Kasra Borazjani, Payam Abdisarabshali, Fardis Nadimi, Naji Khosravan +4 more
2025IEEE Internet of Things Magazine10 citations Open access
Semantic Scholar
Redefining Non-IID Data in Federated Learning for Computer Vision Tasks: Migrating From Labels to Embeddings for Task-Specific Data Distributions
Kasra Borazjani, Payam Abdisarabshali, Naji Khosravan, Seyyedali Hosseinalipour
2025IEEE Transactions on Artificial Intelligence9 citations
Semantic Scholar
Unsupervised Federated Optimization at the Edge: D2D-Enabled Learning Without Labels
Satyavrat Wagle, Seyyedali Hosseinalipour, Naji Khosravan, Christopher G. Brinton
2024IEEE Transactions on Cognitive Communications and Networking8 citations Open access
Semantic Scholar
Weakly Supervised Segmentation by A Deep Geodesic Prior
Aliasghar Mortazi, Naji Khosravan, D. Torigian, S. Kurugol +1 more
2019MLMI@MICCAI6 citations Open access
Semantic Scholar
Embedding Alignment for Unsupervised Federated Learning via Smart Data Exchange
Satyavrat Wagle, Seyyedali Hosseinalipour, Naji Khosravan, Mung Chiang +1 more
2022Global Communications Conference5 citations Open access
Semantic Scholar
Hierarchical Federated Foundation Models over Wireless Networks for Multi-Modal Multi-Task Intelligence: Integration of Edge Learning with D2D/P2P-Enabled Fog Learning Architectures
Payam Abdisarabshali, Fardis Nadimi, Kasra Borazjani, Naji Khosravan +5 more
2025IEEE Communications Magazine4 citations
Semantic Scholar
Bringing multi-modal multi-task federated foundation models to education domain: prospects and challenges
Kasra Borazjani, Naji Khosravan, R. Sahay, Bita Akram +1 more
2025Frontiers Artif. Intell.3 citations Open access
Semantic Scholar
Scene-Level Appearance Transfer with Semantic Correspondences
Liyuan Zhu, Shengqu Cai, Shengyu Huang, Gordon Wetzstein +2 more
2025International Conference on Computer Graphics and Interactive Techniques3 citations
Semantic Scholar
Generating Topological Structure of Floorplans from Room Attributes
Yu Yin, Will Hutchcroft, Naji Khosravan, Ivaylo Boyadzhiev +2 more
2022International Conference on Multimedia Retrieval3 citations Open access
Semantic Scholar
A multi-institute automated segmentation evaluation on a standard dataset: Findings from the international workshop on osteoarthritis imaging segmentation challenge
Arjun D Desai, Francesco Calivá, C. Iriondo, Naji Khosravan +25 more
20203 citations Open access
Semantic Scholar
iBARLE: imBalance-Aware Room Layout Estimation
Taotao Jing, Lichen Wang, Naji Khosravan, Zhi-Qiang Wan +3 more
2023IEEE Workshop/Winter Conference on Applications of Computer Vision2 citations Open access
Semantic Scholar
TFM2: Training-Free Mask Matching for Open-Vocabulary Semantic Segmentation
Yaoxin Zhuo, Zachary Bessinger, Lichen Wang, Naji Khosravan +2 more
2025IEEE Workshop/Winter Conference on Applications of Computer Vision1 citations
Semantic Scholar
ReStyle3D: Scene-Level Appearance Transfer with Semantic Correspondences
Li-Yuan Zhu, Shengqu Cai, Shengyu Huang, Gordon Wetzstein +2 more
2025arXiv.org1 citations
Semantic Scholar
Automatic Lung Cancer Detection and Diagnosis Using Hand Crafted and Deep Learning Features
W. Richey, Naji Khosravan, Ulas Bagci
20161 citations
Semantic Scholar
BLEND: Balancing Personalization vs. Generalization in Federated Vision-Language Models
Payam Abdisarabshali, Fardis Nadimi, Kasra Borazjani, Naji Khosravan +2 more
20260 citations
Semantic Scholar
ZInD-Tell: Towards Translating Indoor Panoramas into Descriptions
Tonmoay Deb, Lichen Wang, Zachary Bessinger, Naji Khosravan +2 more
20242024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)0 citations
Semantic Scholar
iBARLE: imBalance-Aware Room Layout Estimation - Supplementary
Taotao Jing, Lichen Wang, Naji Khosravan, Zhi-Qiang Wan +3 more
0 citations
Semantic Scholar