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02/20/2022
Efficient Continual Learning Ensembles in Neural Network Subspaces
A growing body of research in continual learning focuses on the catastro...
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02/01/2022
Architecture Matters in Continual Learning
A large body of research in continual learning is devoted to overcoming ...
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10/21/2021
Wide Neural Networks Forget Less Catastrophically
A growing body of research in continual learning is devoted to overcomin...
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07/01/2021
Inter-Beat Interval Estimation with Tiramisu Model: A Novel Approach with Reduced Error
Inter-beat interval (IBI) measurement enables estimation of heart-rate v...
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10/09/2020
Linear Mode Connectivity in Multitask and Continual Learning
Continual (sequential) training and multitask (simultaneous) training ar...
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06/12/2020
Understanding the Role of Training Regimes in Continual Learning
Catastrophic forgetting affects the training of neural networks, limitin...
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04/24/2020
Dropout as an Implicit Gating Mechanism For Continual Learning
In recent years, neural networks have demonstrated an outstanding abilit...
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02/09/2019