Search Results for author: Kaveena Persand

Found 3 papers, 0 papers with code

Domino Saliency Metrics: Improving Existing Channel Saliency Metrics with Structural Information

no code implementations4 May 2022 Kaveena Persand, Andrew Anderson, David Gregg

The removal of these weight slices from a single layer causes mismatching number of feature maps between layers of the network.

Composition of Saliency Metrics for Channel Pruning with a Myopic Oracle

no code implementations3 Apr 2020 Kaveena Persand, Andrew Anderson, David Gregg

In most cases our method finds better selections than even the best individual pruning saliency.

Network Pruning

Taxonomy of Saliency Metrics for Channel Pruning

no code implementations11 Jun 2019 Kaveena Persand, Andrew Anderson, David Gregg

The result is that it is difficult to separate the effectiveness of the saliency metric from the wider pruning algorithm that surrounds it.

General Classification

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