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12/08/2022
Bio-Inspired, Task-Free Continual Learning through Activity Regularization
The ability to sequentially learn multiple tasks without forgetting is a...
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10/18/2022
Disentangling the Predictive Variance of Deep Ensembles through the Neural Tangent Kernel
Identifying unfamiliar inputs, also known as out-of-distribution (OOD) d...
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06/15/2021
Credit Assignment in Neural Networks through Deep Feedback Control
The success of deep learning sparked interest in whether the brain learn...
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05/06/2021
Minimizing costs of communication with random constant weight codes
We present a framework for minimizing costs in constant weight codes whi...
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07/08/2017