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Mohammad Havaei

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Source-free Domain Adaptation Requires Penalized Diversity

Apr 12, 2023
Laya Rafiee Sevyeri, Ivaxi Sheth, Farhood Farahnak, Alexandre See, Samira Ebrahimi Kahou, Thomas Fevens, Mohammad Havaei

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Pitfalls of Conditional Batch Normalization for Contextual Multi-Modal Learning

Nov 28, 2022
Ivaxi Sheth, Aamer Abdul Rahman, Mohammad Havaei, Samira Ebrahimi Kahou

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FL Games: A Federated Learning Framework for Distribution Shifts

Oct 31, 2022
Sharut Gupta, Kartik Ahuja, Mohammad Havaei, Niladri Chatterjee, Yoshua Bengio

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FHIST: A Benchmark for Few-shot Classification of Histological Images

May 31, 2022
Fereshteh Shakeri, Malik Boudiaf, Sina Mohammadi, Ivaxi Sheth, Mohammad Havaei, Ismail Ben Ayed, Samira Ebrahimi Kahou

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FL Games: A federated learning framework for distribution shifts

May 23, 2022
Sharut Gupta, Kartik Ahuja, Mohammad Havaei, Niladri Chatterjee, Yoshua Bengio

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Minimizing Client Drift in Federated Learning via Adaptive Bias Estimation

Apr 27, 2022
Farshid Varno, Marzie Saghayi, Laya Rafiee, Sharut Gupta, Stan Matwin, Mohammad Havaei

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CT-SGAN: Computed Tomography Synthesis GAN

Nov 04, 2021
Ahmad Pesaranghader, Yiping Wang, Mohammad Havaei

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Hypothesis Disparity Regularized Mutual Information Maximization

Dec 15, 2020
Qicheng Lao, Xiang Jiang, Mohammad Havaei

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Conditional Generation of Medical Images via Disentangled Adversarial Inference

Dec 08, 2020
Mohammad Havaei, Ximeng Mao, Yiping Wang, Qicheng Lao

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