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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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Discovering Class-Specific Pixels for Weakly-Supervised Semantic Segmentation

Jul 18, 2017
Arslan Chaudhry, Puneet K. Dokania, Philip H. S. Torr

* 28th British Machine Vision Conference (BMVC), 2017 

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