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Efficient Continual Learning Ensembles in Neural Network Subspaces


Feb 20, 2022
Thang Doan, Seyed Iman Mirzadeh, Joelle Pineau, Mehrdad Farajtabar

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Architecture Matters in Continual Learning


Feb 01, 2022
Seyed Iman Mirzadeh, Arslan Chaudhry, Dong Yin, Timothy Nguyen, Razvan Pascanu, Dilan Gorur, Mehrdad Farajtabar

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* preprint 

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Wide Neural Networks Forget Less Catastrophically


Oct 21, 2021
Seyed Iman Mirzadeh, Arslan Chaudhry, Huiyi Hu, Razvan Pascanu, Dilan Gorur, Mehrdad Farajtabar

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* preprint 

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Inter-Beat Interval Estimation with Tiramisu Model: A Novel Approach with Reduced Error


Jul 01, 2021
Asiful Arefeen, Ali Akbari, Seyed Iman Mirzadeh, Roozbeh Jafari, Behrooz A. Shirazi, Hassan Ghasemzadeh

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* 16 pages, 14 figures 

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Linear Mode Connectivity in Multitask and Continual Learning


Oct 09, 2020
Seyed Iman Mirzadeh, Mehrdad Farajtabar, Dilan Gorur, Razvan Pascanu, Hassan Ghasemzadeh

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Understanding the Role of Training Regimes in Continual Learning


Jun 12, 2020
Seyed Iman Mirzadeh, Mehrdad Farajtabar, Razvan Pascanu, Hassan Ghasemzadeh

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