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Energy-Based Models for Continual Learning

energy-based-model.github.io · 730 words · saved by 1 readers

Energy-Based Models for Continual Learning

Energy-Based Models for Continual Learning --> Energy-Based Models for Continual Learning ICML 2021 --> Shuang Li 1 , Yilun Du 1 , Gido M. van de Ven 2 , Igor Mordatch 3 1 MIT CSAIL 2 Baylor College of Medicine 3 Google Brain Paper Code We motivate Energy-Based Models (EBMs) as a promising model class for continual learning problems. Instead of tackling continual learning via the use of external memory, growing models, or regularization, EBMs change the underlying training objective to causes less interference with previously learned information. Our proposed version of EBMs for continual lear

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