Mohammad Havaei - Publications, H-index & Citations

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Mohammad Havaei

concordia university - canada

19H-index

44Paper Count

4.8KCitation Count

Published Papers 8

Publication Date

Source-free domain adaptation requires penalized diversity

Machine Learning

IF2.9

2025-08-26

PREAI

Laya Rafiee Sevyeri; Ivaxi Sheth; Farhood Farahnak; Alexandre See; Samira Ebrahimi Kahou; Thomas Fevens; Mohammad Havaei

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A Two-Stream Continual Learning System With Variational Domain-Agnostic Feature Replay

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2022-09-01

PREAI

Lao, Qicheng; Jiang, Xiang; Havaei, Mohammad; Bengio, Yoshua

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Stain transfer using Generative Adversarial Networks and disentangled features

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2022-03-01

PREAI

Moghadam, Atefeh Ziaei; Azarnoush, Hamed; Seyyedsalehi, Seyyed Ali; Havaei, Mohammad

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FoCL: Feature-oriented continual learning for generative models

PATTERN RECOGNITION

IF7.6

2021-12-01

OAAI

Lao, Qicheng; Mortazavi, Mehrzad; Tahaei, Marzieh; Dutil, Francis; Fevens, Thomas; Havaei, Mohammad

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Conditional generation of medical images via disentangled adversarial inference

MEDICAL IMAGE ANALYSIS

IF11.8

2021-08-01

OAAI

Havaei, Mohammad; Mao, Ximeng; Wang, Yiping; Lao, Qicheng

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CAGNet: Content-Aware Guidance for Salient Object Detection

PATTERN RECOGNITION

IF7.6

2020-07-01

OAAI

Mohammadi, Sina; Noori, Mehrdad; Bahri, Ali; Majelan, Sina Ghofrani; Havaei, Mohammad

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Brain tumor segmentation with Deep Neural Networks

MEDICAL IMAGE ANALYSIS

IF11.8

2017-01-01

2.1K

OAAI

Havaei, Mohammad; Davy, Axel; Warde-Farley, David; Biard, Antoine; Courville, Aaron; Bengio, Yoshua; Pal, Chris; Jodoin, Pierre-Marc; Larochelle, Hugo

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ISLES 2015-A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI

MEDICAL IMAGE ANALYSIS

IF11.8

2017-01-01

349

OAAI

Maier, Oskar; Menze, Bjoern H.; von der Gablentz, Janina; Hani, Levin; Heinrich, Mattias P.; Liebrand, Matthias; Winzeck, Stefan; Basit, Abdul; Bentley, Paul; Chen, Liang; Christiaens, Daan; Dutil, Francis; Egger, Karl; Feng, Chaolu; Glocker, Ben; Goetz, Michael; Haeck, Tom; Halme, Hanna-Leena; Havaei, Mohammad; Iftekharuddin, Khan M.; Jodoin, Pierre-Marc; Kamnitsas, Konstantinos; Kellner, Elias; Korvenoja, Antti; Larochelle, Hugo; Ledig, Christian; Lee, Jia-Hong; Maes, Frederik; Mahmood, Qaiser; Maier-Hein, Klaus H.; McKinley, Richard; Muschelli, John; Pal, Chris; Pei, Linmin; Rangarajan, Janaki Raman; Reza, Syed M. S.; Robben, David; Rueckert, Daniel; Salli, Eero; Suetens, Paul; Wang, Ching-Wei; Wilms, Matthias; Kirschke, Jan S.; Kraemer, Ulrike M.; Muente, Thomas F.; Schramme, Peter; Wiest, Roland; Handels, Heinz; Reyes, Mauricio

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Research Directions