Mateusz Mikołajczyk - Publications - Bridge of Knowledge

Mateusz Mikołajczyk

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Year 2019

Deep neural network architecture search using network morphism
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- Year 2019
The paper presents the results of the research on neural architecture search (NAS) algorithm. We utilized the hill climbing algorithm to search for well-performing structures of deep convolutional neural network. Moreover, we used the function preserving transformations which enabled the effective operation of the algorithm in a short period of time. The network obtained with the advantage of NAS was validated on skin lesion classification...

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