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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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Pruning at a Glance: Global Neural Pruning for Model Compression


Dec 03, 2019
Abdullah Salama, Oleksiy Ostapenko, Tassilo Klein, Moin Nabi

* Extended version of the ICASSP paper (https://ieeexplore.ieee.org/document/8683224

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Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning


May 28, 2019
Oleksiy Ostapenko, Mihai Puscas, Tassilo Klein, Patrick Jähnichen, Moin Nabi

* To appear at CVPR 2019 

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Self Paced Adversarial Training for Multimodal Few-shot Learning


Nov 22, 2018
Frederik Pahde, Oleksiy Ostapenko, Patrick Jähnichen, Tassilo Klein, Moin Nabi

* To appear at WACV 2019 

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