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PIVOT: Prompting for Video Continual Learning


Dec 09, 2022
Andrés Villa, Juan León Alcázar, Motasem Alfarra, Kumail Alhamoud, Julio Hurtado, Fabian Caba Heilbron, Alvaro Soto, Bernard Ghanem

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* 12 pages, 4 figures 

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How Relevant is Selective Memory Population in Lifelong Language Learning?


Oct 03, 2022
Vladimir Araujo, Helena Balabin, Julio Hurtado, Alvaro Soto, Marie-Francine Moens

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* Accepted paper at AACL2022 

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A Study on the Predictability of Sample Learning Consistency


Jul 07, 2022
Alain Raymond-Saez, Julio Hurtado, Alvaro Soto

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It's all About Consistency: A Study on Memory Composition for Replay-Based Methods in Continual Learning


Jul 04, 2022
Julio Hurtado, Alain Raymond-Saez, Vladimir Araujo, Vincenzo Lomonaco, Davide Bacciu

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Entropy-based Stability-Plasticity for Lifelong Learning


Apr 18, 2022
Vladimir Araujo, Julio Hurtado, Alvaro Soto, Marie-Francine Moens

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* Accepted paper at CLVision 3rd Edition, CVPR2022 

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Sequoia: A Software Framework to Unify Continual Learning Research


Aug 03, 2021
Fabrice Normandin, Florian Golemo, Oleksiy Ostapenko, Pau Rodriguez, Matthew D Riemer, Julio Hurtado, Khimya Khetarpal, Dominic Zhao, Ryan Lindeborg, Timothée Lesort, Laurent Charlin, Irina Rish, Massimo Caccia

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Optimizing Reusable Knowledge for Continual Learning via Metalearning


Jun 09, 2021
Julio Hurtado, Alain Raymond-Saez, Alvaro Soto

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