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01/03/2022
Class-Incremental Continual Learning into the eXtended DER-verse
The staple of human intelligence is the capability of acquiring knowledg...
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08/14/2021
Weakly Supervised Continual Learning
Continual Learning (CL) investigates how to train Deep Networks on a str...
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10/12/2020
Rethinking Experience Replay: a Bag of Tricks for Continual Learning
In Continual Learning, a Neural Network is trained on a stream of data w...
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06/22/2020
The color out of space: learning self-supervised representations for Earth Observation imagery
The recent growth in the number of satellite images fosters the developm...
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04/15/2020
Dark Experience for General Continual Learning: a Strong, Simple Baseline
Neural networks struggle to learn continuously, as they forget the old k...
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11/22/2019
