Sohrab Ferdowsi

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 34

Top Topics

Face Recognition

Top Venues

Publications

Isaac Shiri, Behrooz Razeghi, Sohrab Ferdowsi, Yazdan Salimi, Deniz Gündüz, Douglas Teodoro, Slava Voloshynovskiy, Habib Zaidi
PRIMIS: Privacy-preserving medical image sharing via deep sparsifying transform learning with obfuscation. J. Biomed. Informatics 150 (2024)
Isaac Shiri, Behrooz Razeghi, Alireza Vafaei Sadr, Mehdi Amini, Yazdan Salimi, Sohrab Ferdowsi, Peter Boor, Deniz Gündüz, Slava Voloshynovskiy, Habib Zaidi
Multi-institutional PET/CT image segmentation using federated deep transformer learning. Comput. Methods Programs Biomed. 240 (2023)
Sohrab Ferdowsi, Julien Knafou, Nikolay Borissov, David Vicente Alvarez, Rahul Mishra, Poorya Amini, Douglas Teodoro
Deep learning-based risk prediction for interventional clinical trials based on protocol design: A retrospective study. Patterns 4 (3) (2023)
Racha Gouareb, Francois Can, Sohrab Ferdowsi, Douglas Teodoro
Vessel Destination Prediction Using a Graph-Based Machine Learning Model. NetSci-X (2022)
Sohrab Ferdowsi, Jenny Copara, Racha Gouareb, Nikolay Borissov, Fernando Jaume-Santero, Poorya Amini, Douglas Teodoro
On Graph Construction for Classification of Clinical Trials Protocols Using Graph Neural Networks. AIME (2022)
Amirhossein Sanaat, Isaac Shiri, Sohrab Ferdowsi, Hossein Arabi, Habib Zaidi
Robust-Deep: A Method for Increasing Brain Imaging Datasets to Improve Deep Learning Models' Performance and Robustness. J. Digit. Imaging 35 (3) (2022)
Behrooz Razeghi, Shideh Rezaeifar, Sohrab Ferdowsi, Taras Holotyak, Slava Voloshynovskiy
Compressed Data Sharing Based On Information Bottleneck Model. ICASSP (2022)
Sohrab Ferdowsi, Nikolay Borissov, Julien Knafou, Poorya Amini, Douglas Teodoro
Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus. EMNLP (1) (2021)
Behrooz Razeghi, Sohrab Ferdowsi, Dimche Kostadinov, Flávio P. Calmon, Slava Voloshynovskiy
Privacy-Preserving near Neighbor Search via Sparse Coding with Ambiguation. ICASSP (2021)
Amirhossein Sanaat, Hossein Shooli, Sohrab Ferdowsi, Isaac Shiri, Hossein Arabi, Habib Zaidi
DeepTOFSino: A deep learning model for synthesizing full-dose time-of-flight bin sinograms from their corresponding low-dose sinograms. NeuroImage 245 (2021)
Sohrab Ferdowsi, Nikolay Borissov, Julien Knafou, Poorya Amini, Douglas Teodoro
Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus. CoRR (2021)
Quentin Haas, Nikolay Borisov, David Vicente Alvarez, Sohrab Ferdowsi, Leonhard von Mayenn, Douglas Teodoro, Poorya Amini
Vaccine Development in the Time of COVID-19: The Relevance of the Risklick AI to Assist in Risk Assessment and Optimize Performance. Frontiers Digit. Health 3 (2021)
Behrooz Razeghi, Sohrab Ferdowsi, Dimche Kostadinov, Flávio P. Calmon, Slava Voloshynovskiy
Privacy-Preserving Near Neighbor Search via Sparse Coding with Ambiguation. CoRR (2021)
Sohrab Ferdowsi, Behrooz Razeghi, Taras Holotyak, Flávio P. Calmon, Slava Voloshynovskiy
Privacy-Preserving Image Sharing Via Sparsifying Layers on Convolutional Groups. ICASSP (2020)
Julien Knafou, Matthew Jeffryes, Sohrab Ferdowsi, Patrick Ruch
SIB Text Mining at TREC 2020 Deep Learning Track. TREC (2020)
Sohrab Ferdowsi, Behrooz Razeghi, Taras Holotyak, Flávio P. Calmon, Slava Voloshynovskiy
Privacy-Preserving Image Sharing via Sparsifying Layers on Convolutional Groups. CoRR (2020)
Sohrab Ferdowsi, Maurits Diephuis, Shideh Rezaeifar, Slava Voloshynovskiy
ρ-VAE: Autoregressive parametrization of the VAE encoder. CoRR (2019)
Sohrab Ferdowsi
Learning to compress and search visual data in large-scale systems. CoRR (2019)
Behrooz Razeghi, Slava Voloshynovskiy, Sohrab Ferdowsi, Dimche Kostadinov
Privacy-Preserving Identification via Layered Sparse Code Design: Distributed Servers and Multiple Access Authorization. EUSIPCO (2018)
Behrooz Razeghi, Slava Voloshynovskiy, Sohrab Ferdowsi, Dimche Kostadinov
Privacy-Preserving Identification via Layered Sparse Code Design: Distributed Servers and Multiple Access Authorization. CoRR (2018)
Dimche Kostadinov, Sviatoslav Voloshynovskiy, Sohrab Ferdowsi
Active Content Fingerprinting Using Latent Data Representation, Extractor and Reconstructor. EUSIPCO (2018)
Dimche Kostadinov, Behrooz Razeghi, Sohrab Ferdowsi, Slava Voloshynovskiy
Network Learning with Local Propagation. CoRR (2018)
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov
Vector Compression for Similarity Search Using Multi-Layer Sparse Ternary Codes. DSW (2018)
Dimche Kostadinov, Sviatoslav Voloshynovskiy, Sohrab Ferdowsi
Learning Overcomplete and Sparsifying Transform With Approximate and Exact Closed Form Solutions. EUVIP (2018)
Dimche Kostadinov, Behrooz Razeghi, Svyatoslav Voloshynovskiy, Sohrab Ferdowsi
Learning Discrimination Specific, Self-Collaborative and Nonlinear Model. ICBK (2018)
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov
A multi-layer network based on Sparse Ternary Codes for universal vector compression. CoRR (2017)
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov
A multi-layer image representation using Regularized Residual Quantization: application to compression and denoising. CoRR (2017)
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov
Regularized Residual Quantization: a multi-layer sparse dictionary learning approach. CoRR (2017)
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov, Taras Holotyak
Sparse Ternary Codes for similarity search have higher coding gain than dense binary codes. CoRR (2017)
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov, Taras Holotyak
Sparse ternary codes for similarity search have higher coding gain than dense binary codes. ISIT (2017)
Dimche Kostadinov, Slava Voloshynovskiy, Sohrab Ferdowsi
Joint learning of local fingerprint and content modulation. EUSIPCO (2017)
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov
A multi-layer image representation using regularized residual quantization: Application to compression and denoising. ICIP (2017)
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov, Taras Holotyak
Fast content identification in high-dimensional feature spaces using Sparse Ternary Codes. WIFS (2016)
Dimche Kostadinov, Slava Voloshynovskiy, Maurits Diephuis, Sohrab Ferdowsi, Taras Holotyak
Local Active Content Fingerprint: Solutions for general linear feature maps. ICPR (2016)
Pawel Staszewski, Piotr Woldan, Sohrab Ferdowsi
Mobile Fuzzy System for Detecting Loss of Consciousness and Epileptic Seizure. ICAISC (2015)
Dimche Kostadinov, Sviatoslav Voloshynovskiy, Maurits Diephuis, Sohrab Ferdowsi
Vector quantization with constrained likelihood for face recognition. EUSIPCO (2015)
Dimche Kostadinov, Sviatoslav Voloshynovskiy, Sohrab Ferdowsi, Maurits Diephuis, Rafal Scherer
Supervised Transform Learning for Face Recognition. ICAISC (1) (2015)
Sohrab Ferdowsi, Svyatoslav Voloshynovskiy, Dimche Kostadinov
Sparse Multi-layer Image Approximation: Facial Image Compression. CoRR (2015)
Marcin Korytkowski, Magdalena Scherer, Sohrab Ferdowsi
Software Framework for Modular Machine Learning Systems. ICAISC (2015)
Sohrab Ferdowsi, Sviatoslav Voloshynovskiy, Dimche Kostadinov, Marcin Korytkowski, Rafal Scherer
Secure Representation of Images Using Multi-layer Compression. ICAISC (1) (2015)
Dimche Kostadinov, Svyatoslav Voloshynovskiy, Sohrab Ferdowsi
Robust human face recognition based on locality preserving sparse over complete block approximation. Media Watermarking, Security, and Forensics (2014)
Janusz Rygal, Jakub Romanowski, Rafal Scherer, Sohrab Ferdowsi
Novel Algorithm for Translation from Image Content to Semantic Form. ICAISC (1) (2014)
Sohrab Ferdowsi, Sviatoslav Voloshynovskiy, Marcin Gabryel, Marcin Korytkowski
Multi-class Classification: A Coding Based Space Partitioning. ICAISC (2) (2014)
Dimche Kostadinov, Sviatoslav Voloshynovskiy, Sohrab Ferdowsi, Maurits Diephuis, Rafal Scherer
Robust Face Recognition by Group Sparse Representation That Uses Samples from List of Subjects. ICAISC (2) (2014)
Sohrab Ferdowsi, Svyatoslav Voloshynovskiy, Dimche Kostadinov
Content identification: binary content fingerprinting versus binary content encoding. Media Watermarking, Security, and Forensics (2014)