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Building a Subspace of Policies for Scalable Continual Learning


Nov 18, 2022
Jean-Baptiste Gaya, Thang Doan, Lucas Caccia, Laure Soulier, Ludovic Denoyer, Roberta Raileanu

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Multi-Head Adapter Routing for Data-Efficient Fine-Tuning


Nov 07, 2022
Lucas Caccia, Edoardo Ponti, Lucas Liu, Matheus Pereira, Nicolas Le Roux, Alessandro Sordoni

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* Preprint 

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New Insights on Reducing Abrupt Representation Change in Online Continual Learning


Mar 08, 2022
Lucas Caccia, Rahaf Aljundi, Nader Asadi, Tinne Tuytelaars, Joelle Pineau, Eugene Belilovsky

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* Accepted at ICLR 2022. Code Available at https://github.com/pclucas14/AML 

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On Anytime Learning at Macroscale


Jun 17, 2021
Lucas Caccia, Jing Xu, Myle Ott, Marc'Aurelio Ranzato, Ludovic Denoyer

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SPeCiaL: Self-Supervised Pretraining for Continual Learning


Jun 16, 2021
Lucas Caccia, Joelle Pineau

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Decoupled Greedy Learning of CNNs for Synchronous and Asynchronous Distributed Learning


Jun 11, 2021
Eugene Belilovsky, Louis Leconte, Lucas Caccia, Michael Eickenberg, Edouard Oyallon

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* arXiv admin note: substantial text overlap with arXiv:1901.08164 

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Reducing Representation Drift in Online Continual Learning


Apr 11, 2021
Lucas Caccia, Rahaf Aljundi, Tinne Tuytelaars, Joelle Pineau, Eugene Belilovsky

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Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning


Mar 12, 2020
Massimo Caccia, Pau Rodriguez, Oleksiy Ostapenko, Fabrice Normandin, Min Lin, Lucas Caccia, Issam Laradji, Irina Rish, Alexande Lacoste, David Vazquez, Laurent Charlin

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Online Learned Continual Compression with Stacked Quantization Module


Nov 19, 2019
Lucas Caccia, Eugene Belilovsky, Massimo Caccia, Joelle Pineau

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Online Continual Learning with Maximally Interfered Retrieval


Aug 23, 2019
Rahaf Aljundi, Lucas Caccia, Eugene Belilovsky, Massimo Caccia, Min Lin, Laurent Charlin, Tinne Tuytelaars

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