Search Results for author: Neofytos Dimitriou

Found 5 papers, 0 papers with code

Magnifying Networks for Images with Billions of Pixels

no code implementations12 Dec 2021 Neofytos Dimitriou, Ognjen Arandjelovic

However, deep neural networks are trained on images with resolutions that rarely exceed $1, 000 \times 1, 000$ pixels.

Image Classification Medical Diagnosis

Sequential Normalization: an improvement over Ghost Normalization

no code implementations1 Jan 2021 Neofytos Dimitriou, Ognjen Arandjelovic

Batch normalization (BatchNorm) is an effective yet poorly understood technique for neural network optimization.

A New Look at Ghost Normalization

no code implementations16 Jul 2020 Neofytos Dimitriou, Ognjen Arandjelovic

Batch normalization (BatchNorm) is an effective yet poorly understood technique for neural network optimization.

Deep Learning for Whole Slide Image Analysis: An Overview

no code implementations18 Oct 2019 Neofytos Dimitriou, Ognjen Arandjelović, Peter D. Caie

The widespread adoption of whole slide imaging has increased the demand for effective and efficient gigapixel image analysis.

Translation whole slide images

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