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05/19/2022
Subcellular Protein Localisation in the Human Protein Atlas using Ensembles of Diverse Deep Architectures
Automated visual localisation of subcellular proteins can accelerate our...
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07/09/2021
Understanding the Distributions of Aggregation Layers in Deep Neural Networks
The process of aggregation is ubiquitous in almost all deep nets models....
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07/12/2019
ACTNET: end-to-end learning of feature activations and multi-stream aggregation for effective instance image retrieval
We propose a novel CNN architecture called ACTNET for robust instance im...
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07/12/2019
ACTNET: end-to-end learning of feature activations and aggregation for effective instance image retrieval
We propose a novel CNN architecture called ACTNET for robust instance im...
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07/03/2018
Deep Architectures and Ensembles for Semantic Video Classification
This work addresses the problem of accurate semantic labelling of short ...
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07/13/2017
Cultivating DNN Diversity for Large Scale Video Labelling
We investigate factors controlling DNN diversity in the context of the G...
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02/01/2017