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Laya Rafiee Sevyeri
Researcher, CRCHUM
Joined
January 2020
Names
Laya Rafiee Sevyeri
(Preferred)
,
Laya Rafiee
Emails
****@concordia.ca
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@mail.mcgill.ca
(Confirmed)
Personal Links
Google Scholar
DBLP
LinkedIn
Career & Education History
Researcher
CRCHUM
(ssss.gouv.qc.ca)
2025
–
Present
Postdoc
McGill University, McGill University
(mail.mcgill.ca)
2023
–
2025
PhD student
Concordia University
(concordia.ca)
2017
–
2022
Advisors, Relations & Conflicts
Postdoc Advisor
Shirin Enger
2023
–
Present
PhD Advisor
Thomas Fevens
2017
–
2023
Expertise
Medical Imaging
Present
Anomaly Detection
Present
Domain Adaptation
Present
Publications
Source-free domain adaptation requires penalized diversity
Laya Rafiee Sevyeri
,
Ivaxi Sheth
,
Farhood Farahnak
,
Alexandre See
,
Samira Ebrahimi Kahou
,
Thomas Fevens
,
Mohammad Havaei
Mach. Learn. 2025
Readers:
Everyone
Transparent Anomaly Detection via Concept-based Explanations
Laya Rafiee Sevyeri
,
Ivaxi Sheth
,
Farhood Farahnak
,
Shirin Abbasinejad Enger
CoRR 2023
Readers:
Everyone
Learning from uncertain concepts via test time interventions
Ivaxi Sheth
,
Aamer Abdul Rahman
,
Laya Rafiee Sevyeri
,
Mohammad Havaei
,
Samira Ebrahimi Kahou
Published: 21 Nov 2022, Last Modified: 05 May 2023
TSRML2022
Readers:
Everyone
AdaBest: Minimizing Client Drift in Federated Learning via Adaptive Bias Estimation
Farshid Varno
,
Marzie Saghayi
,
Laya Rafiee Sevyeri
,
Sharut Gupta
,
Stan Matwin
,
Mohammad Havaei
ECCV (23) 2022
Readers:
Everyone
AD-CGAN: Contrastive Generative Adversarial Network for Anomaly Detection
Laya Rafiee Sevyeri
,
Thomas Fevens
ICIAP (1) 2022
Readers:
Everyone
Unsupervised Anomaly Detection with a GAN Augmented Autoencoder
Laya Rafiee
,
Thomas Fevens
ICANN (1) 2020
Readers:
Everyone
The Concordia NLG Surface Realizer at SRST 2019
Farhood Farahnak
,
Laya Rafiee
,
Leila Kosseim
,
Thomas Fevens
MSR@EMNLP-IJCNLP 2019
Readers:
Everyone
Co-Authors
Aamer Abdul Rahman
Alexandre See
Farhood Farahnak
Farshid Varno
Ivaxi Sheth
Leila Kosseim
Marzie Saghayi
Mohammad Havaei
Samira Ebrahimi Kahou
Sharut Gupta
Shirin Abbasinejad Enger
Stan Matwin
Thomas Fevens