Search Results for author: Dmitry Minskiy

Found 2 papers, 0 papers with code

Single-cell Subcellular Protein Localisation Using Novel Ensembles of Diverse Deep Architectures

no code implementations19 May 2022 Syed Sameed Husain, Eng-Jon Ong, Dmitry Minskiy, Mikel Bober-Irizar, Amaia Irizar, Miroslaw Bober

Unravelling protein distributions within individual cells is key to understanding their function and state and indispensable to developing new treatments.

BIG-bench Machine Learning

Efficient Hybrid Network: Inducting Scattering Features

no code implementations29 Mar 2022 Dmitry Minskiy, Miroslaw Bober

Recent work showed that hybrid networks, which combine predefined and learnt filters within a single architecture, are more amenable to theoretical analysis and less prone to overfitting in data-limited scenarios.

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