Hassan Rivaz

Full Professor, Electrical and Computer Engineering, Concordia University

Joined

February 2019

Names

Hassan Rivaz (Preferred)

Emails

****@ece.concordia.ca (Confirmed)

****@concordia.ca (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Full Professor

Electrical and Computer Engineering, Concordia University (concordia.ca)

2024 – Present

Advisors, Relations & Conflicts

Coauthor

Sean jy-shyang Chen

2015 – 2015

Coauthor

Douglas l. Arnold

2013 – 2015

Coauthor

Tal Arbel

2012 – 2015

Coauthor

Zahra Karimaghaloo

2012 – 2015

Coauthor

D. louis Collins

2012 – 2015

Coauthor

Zahra Karimaghaloo

2012 – 2015

Coauthor

Hassan Rivaz

2005 – 2015

Coauthor

Michael Choti

2008 – 2014

Coauthor

Gregory Hager

2008 – 2014

Coauthor

Michael Choti

2008 – 2014

Coauthor

Ioana Fleming

2008 – 2010

Coauthor

Pezhman Foroughi

2008 – 2010

Coauthor

Pezhman Foroughi

2008 – 2010

Coauthor

Gabor Fichtinger

2008 – 2008

Expertise

machine learning

2006 – 2040

Publications

CLIP-SVD: Efficient and Interpretable Vision–Language Adaptation via Singular Values
Taha Koleilat, Hassan Rivaz, Yiming Xiao
- Accepted by TMLR
- Readers: Everyone
SPARC: Concept-Aligned Sparse Autoencoders for Cross-Model and Cross-Modal Interpretability
Ali Nasiri-Sarvi, Hassan Rivaz, Mahdi S. Hosseini
- Accepted by TMLR
- Readers: Everyone
Weakly Supervised Intracranial Aneurysm Detection and Segmentation in MR angiography via Multi-task UNet with Vesselness Prior
Erin Rainville, Amirhossein Rasoulian, Hassan Rivaz, Yiming Xiao
- The 3rd ICCV workshop on Computer Vision for Automated Medical Diagnosis
- Readers: Everyone
TextSAM-EUS: Text Prompt Learning for SAM to Accurately Segment Pancreatic Tumor in Endoscopic Ultrasound
Pascal Spiegler, Taha Koleilat, Arash Harirpoush, Corey S. Miller, Hassan Rivaz, Marta Kersten-Oertel, Yiming Xiao
- The 3rd ICCV workshop on Computer Vision for Automated Medical Diagnosis
- Readers: Everyone
CABLD: Contrast-Agnostic Brain Landmark Detection with Consistency-Based Regularization
Soorena Salari, Arash Harirpoush, Hassan Rivaz, Yiming Xiao
- IEEE/CVF International Conference on Computer Vision
- Readers: Everyone
Biomedcoop: Learning to prompt for biomedical vision-language models
Taha Koleilat, Hojat Asgariandehkordi, Hassan Rivaz, Yiming Xiao
- Proceedings of the Computer Vision and Pattern Recognition Conference
- Readers: Everyone
Medclip-samv2: Towards universal text-driven medical image segmentation
Taha Koleilat, Hojat Asgariandehkordi, Yiming Xiao, Hassan Rivaz
- Medical Image Analysis
- Readers: Everyone
How Inter-rater Variability Relates to Aleatoric and Epistemic Uncertainty: A Case Study with Deep Learning-Based Paraspinal Muscle Segmentation
Parinaz Roshanzamir, Hassan Rivaz, Yiming Xiao
- MICCAI International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging
- Readers: Everyone
Is visual explanation with Grad-CAM more reliable for deeper neural networks? A case study with automatic pneumothorax diagnosis
Zirui Qiu, Hassan Rivaz, Yiming Xiao
- MICCAI International Workshop on Machine Learning in Medical Imaging
- Readers: Everyone
MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image Segmentation
Taha Koleilat, Hojat Asgariandehkordi, Hassan Rivaz, Yiming Xiao
- Medical Image Computing and Computer Assisted Intervention – MICCAI 2024
- Readers: Everyone

View all 154 publications

Co-Authors

View all 170 co-authors