Search Results for author: Roman Chereshnev

Found 1 papers, 0 papers with code

Guided Layer-wise Learning for Deep Models using Side Information

no code implementations5 Nov 2019 Pavel Sulimov, Elena Sukmanova, Roman Chereshnev, Attila Kertesz-Farkas

Training of deep models for classification tasks is hindered by local minima problems and vanishing gradients, while unsupervised layer-wise pretraining does not exploit information from class labels.

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