Search Results for author: Clare W. Lau

Found 2 papers, 1 papers with code

Continual learning benefits from multiple sleep mechanisms: NREM, REM, and Synaptic Downscaling

no code implementations9 Sep 2022 Brian S. Robinson, Clare W. Lau, Alexander New, Shane M. Nichols, Erik C. Johnson, Michael Wolmetz, William G. Coon

While some catastrophic forgetting persisted over the course of network training, higher levels of synaptic downscaling lead to better retention of early tasks and further facilitated the recovery of early task accuracy during subsequent training.

Continual Learning Image Classification

Improved Image Segmentation via Cost Minimization of Multiple Hypotheses

1 code implementation31 Jan 2018 Marc Bosch, Christopher M. Gifford, Austin G. Dress, Clare W. Lau, Jeffrey G. Skibo, Gordon A. Christie

We scan the segmentation parameter space and generate a collection of image segmentation hypotheses (from highly over-segmented to under-segmented).

Image Segmentation Semantic Segmentation

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