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When does mixup promote local linearity in learned representations?


Oct 28, 2022
Arslan Chaudhry, Aditya Krishna Menon, Andreas Veit, Sadeep Jayasumana, Srikumar Ramalingam, Sanjiv Kumar

* NeurIPS 2022 (First Workshop on Interpolation and Beyond) 

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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

* 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

* preprint 

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Multilevel Knowledge Transfer for Cross-Domain Object Detection


Aug 03, 2021
Botos Csaba, Xiaojuan Qi, Arslan Chaudhry, Puneet Dokania, Philip Torr


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Continual Learning in Low-rank Orthogonal Subspaces


Oct 22, 2020
Arslan Chaudhry, Naeemullah Khan, Puneet K. Dokania, Philip H. S. Torr

* NeurIPS, 2020 
* The paper is accepted at NeurIPS'20 

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Using Hindsight to Anchor Past Knowledge in Continual Learning


Feb 19, 2020
Arslan Chaudhry, Albert Gordo, Puneet K. Dokania, Philip Torr, David Lopez-Paz


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Continual Learning with Tiny Episodic Memories


Mar 20, 2019
Arslan Chaudhry, Marcus Rohrbach, Mohamed Elhoseiny, Thalaiyasingam Ajanthan, Puneet K. Dokania, Philip H. S. Torr, Marc'Aurelio Ranzato


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Efficient Lifelong Learning with A-GEM


Jan 09, 2019
Arslan Chaudhry, Marc'Aurelio Ranzato, Marcus Rohrbach, Mohamed Elhoseiny

* Published as a conference paper at ICLR 2019 

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Riemannian Walk for Incremental Learning: Understanding Forgetting and Intransigence


Aug 14, 2018
Arslan Chaudhry, Puneet K. Dokania, Thalaiyasingam Ajanthan, Philip H. S. Torr


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