9 citations · 11 across the 3 of their papers we have counts for
3 papers
Single-cell Subcellular Protein Localisation Using Novel Ensembles of Diverse Deep Architectures
Syed Sameed Husain, Eng-Jon Ong, Dmitry Minskiy +3
Unravelling protein distributions within individual cells is key to understanding their function and state and indispensable to developing new treatments. Here we present the Hybri…
Deep Architectures and Ensembles for Semantic Video Classification
Eng-Jon Ong, Sameed Husain, Mikel Bober-Irizar +1
This work addresses the problem of accurate semantic labelling of short videos. To this end, a multitude of different deep nets, ranging from traditional recurrent neural networks…
Cultivating DNN Diversity for Large Scale Video Labelling
Mikel Bober-Irizar, Sameed Husain, Eng-Jon Ong +1
We investigate factors controlling DNN diversity in the context of the Google Cloud and YouTube-8M Video Understanding Challenge. While it is well-known that ensemble methods impro…