Aryan Mobiny

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 18

Top Topics

Convolutional Neural Network

Image Preprocessing

Top Venues

IEEE Trans. Medical Imaging

Publications

Pietro Antonio Cicalese, Aryan Mobiny, Zahed Shahmoradi, Xiongfeng Yi, Chandra Mohan, Hien Van Nguyen
Kidney Level Lupus Nephritis Classification Using Uncertainty Guided Bayesian Convolutional Neural Networks. IEEE J. Biomed. Health Informatics 25 (2) (2021)
Aryan Mobiny, Pengyu Yuan, Pietro Antonio Cicalese, Supratik Moulik, Naveen Garg, Carol C. Wu, Kelvin K. Wong, Stephen T. Wong, Tiancheng He, Hien Van Nguyen
Memory-Augmented Capsule Network for Adaptable Lung Nodule Classification. IEEE Trans. Medical Imaging 40 (10) (2021)
Leila Saadatifard, Aryan Mobiny, Pavel A. Govyadinov, Hien Van Nguyen, David Mayerich
DVNet: A Memory-Efficient Three-Dimensional CNN for Large-Scale Neurovascular Reconstruction. CoRR (2020)
Aryan Mobiny, Pengyu Yuan, Pietro Antonio Cicalese, Hien Van Nguyen
DECAPS: Detail-Oriented Capsule Networks. MICCAI (1) (2020)
Pedram Kheirkhah Sangdeh, Hossein Pirayesh, Aryan Mobiny, Huacheng Zeng
LB-SciFi: Online Learning-Based Channel Feedback for MU-MIMO in Wireless LANs. ICNP (2020)
Aryan Mobiny, Pengyu Yuan, Pietro Antonio Cicalese, Hien Van Nguyen
DECAPS: Detail-Oriented Capsule Networks. CoRR (2020)
Aryan Mobiny, Pietro Antonio Cicalese, Samira Zare, Pengyu Yuan, Mohammadsajad Abavisani, Carol C. Wu, Jitesh Ahuja, Patricia M. de Groot, Hien Van Nguyen
Radiologist-Level COVID-19 Detection Using CT Scans with Detail-Oriented Capsule Networks. CoRR (2020)
Pengyu Yuan, Aryan Mobiny, Jahandar Jahanipour, Xiaoyang Li, Pietro Antonio Cicalese, Badrinath Roysam, Vishal M. Patel, Maric Dragan, Hien Van Nguyen
Few Is Enough: Task-Augmented Active Meta-Learning for Brain Cell Classification. CoRR (2020)
Aryan Mobiny, Hengyang Lu, Hien Van Nguyen, Badrinath Roysam, Navin Varadarajan
Automated Classification of Apoptosis in Phase Contrast Microscopy Using Capsule Network. IEEE Trans. Medical Imaging 39 (1) (2020)
Leila Saadatifard, Aryan Mobiny, Pavel A. Govyadinov, Hien Van Nguyen, David Mayerich
Cellular/Vascular Reconstruction Using a Deep CNN for Semantic Image Preprocessing and Explicit Segmentation. MLMIR@MICCAI (2020)
Pietro Antonio Cicalese, Aryan Mobiny, Pengyu Yuan, Jan Becker, Chandra Mohan, Hien Van Nguyen
StyPath: Style-Transfer Data Augmentation for Robust Histology Image Classification. MICCAI (5) (2020)
Pietro Antonio Cicalese, Aryan Mobiny, Pengyu Yuan, Jan Becker, Chandra Mohan, Hien Van Nguyen
StyPath: Style-Transfer Data Augmentation For Robust Histology Image Classification. CoRR (2020)
Pengyu Yuan, Aryan Mobiny, Jahandar Jahanipour, Xiaoyang Li, Pietro Antonio Cicalese, Badrinath Roysam, Vishal M. Patel, Maric Dragan, Hien Van Nguyen
Few Is Enough: Task-Augmented Active Meta-learning for Brain Cell Classification. MICCAI (1) (2020)
Aryan Mobiny, Hien Van Nguyen, Supratik Moulik, Naveen Garg, Carol C. Wu
DropConnect Is Effective in Modeling Uncertainty of Bayesian Deep Networks. CoRR (2019)
Aryan Mobiny, Hien Van Nguyen
Fast CapsNet for Lung Cancer Screening. MICCAI (2) (2018)
Aryan Mobiny, Hien Van Nguyen
Fast CapsNet for Lung Cancer Screening. CoRR (2018)
Aryan Mobiny
Text-Independent Speaker Verification Using Long Short-Term Memory Networks. CoRR (2018)
Aryan Mobiny, Supratik Moulik, Ilker Gurcan, Tanay Shah, Hien Van Nguyen
Lung Cancer Screening Using Adaptive Memory-Augmented Recurrent Networks. CoRR (2017)