Search Results for author: Martin Kolarik

Found 2 papers, 1 papers with code

Comparing Normalization Methods for Limited Batch Size Segmentation Neural Networks

no code implementations23 Nov 2020 Martin Kolarik, Radim Burget, Kamil Riha

Our results show the effectiveness of Instance Normalization in the limited batch size neural network training environment.

Segmentation

Planar 3D Transfer Learning for End to End Unimodal MRI Unbalanced Data Segmentation

1 code implementation23 Nov 2020 Martin Kolarik, Radim Burget, Carlos M. Travieso-Gonzalez, Jan Kocica

We present a novel approach of 2D to 3D transfer learning based on mapping pre-trained 2D convolutional neural network weights into planar 3D kernels.

Anatomy Lesion Segmentation +1

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