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02/02/2023
Avalanche: A PyTorch Library for Deep Continual Learning
Continual learning is the problem of learning from a nonstationary strea...
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01/29/2023
Continual Learning for Predictive Maintenance: Overview and Challenges
Machine learning techniques have become one of the main propellers for s...
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01/26/2023
Class-Incremental Learning with Repetition
Real-world data streams naturally include the repetition of previous con...
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07/04/2022
It's all About Consistency: A Study on Memory Composition for Replay-Based Methods in Continual Learning
Continual Learning methods strive to mitigate Catastrophic Forgetting (C...
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12/13/2021
Ex-Model: Continual Learning from a Stream of Trained Models
Learning continually from non-stationary data streams is a challenging r...
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11/15/2019
OpenLORIS-Object: A Dataset and Benchmark towards Lifelong Object Recognition
The recent breakthroughs in computer vision have benefited from the avai...
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05/09/2017
