Dark experience for general continual learning: a strong, simple baseline

P Buzzega, M Boschini, A Porrello… - Advances in neural …, 2020 - proceedings.neurips.cc
Continual Learning has inspired a plethora of approaches and evaluation settings; however,
the majority of them overlooks the properties of a practical scenario, where the data stream …

Dark Experience for General Continual Learning: a Strong, Simple Baseline

P Buzzega, M Boschini, A Porrello, D Abati… - arXiv preprint arXiv …, 2020 - arxiv.org
Continual Learning has inspired a plethora of approaches and evaluation settings; however,
the majority of them overlooks the properties of a practical scenario, where the data stream …

Dark Experience for General Continual Learning: a Strong, Simple Baseline

P Buzzega, M Boschini, A Porrello… - Advances in …, 2020 - proceedings.neurips.cc
Continual Learning has inspired a plethora of approaches and evaluation settings; however,
the majority of them overlooks the properties of a practical scenario, where the data stream …

Dark Experience for General Continual Learning: a Strong, Simple Baseline

P Buzzega, M Boschini, A Porrello, D Abati… - Advances in Neural …, 2020 - iris.unimore.it
Continual Learning has inspired a plethora of approaches and evaluation settings; however,
the majority of them overlooks the properties of a practical scenario, where the data stream …

[PDF][PDF] Dark Experience for General Continual Learning: a Strong, Simple Baseline

P Buzzega, M Boschini, A Porrello, D Abati… - Memory (MB …, 2020 - researchgate.net
Neural networks struggle to learn continuously, as they forget the old knowledge
catastrophically whenever the data distribution changes over time. Recently, Continual …

Dark experience for general continual learning: a strong, simple baseline

P Buzzega, M Boschini, A Porrello, D Abati… - Proceedings of the 34th …, 2020 - dl.acm.org
Continual Learning has inspired a plethora of approaches and evaluation settings; however,
the majority of them overlooks the properties of a practical scenario, where the data stream …

Dark Experience for General Continual Learning: a Strong, Simple Baseline

P Buzzega, M Boschini, A Porrello, D Abati… - arXiv e …, 2020 - ui.adsabs.harvard.edu
Continual Learning has inspired a plethora of approaches and evaluation settings; however,
the majority of them overlooks the properties of a practical scenario, where the data stream …