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AlignNet: Unsupervised Entity Alignment

Jul 21, 2020
Antonia Creswell, Kyriacos Nikiforou, Oriol Vinyals, Andre Saraiva, Rishabh Kabra, Loic Matthey, Chris Burgess, Malcolm Reynolds, Richard Tanburn, Marta Garnelo, Murray Shanahan


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An Explicitly Relational Neural Network Architecture

May 24, 2019
Murray Shanahan, Kyriacos Nikiforou, Antonia Creswell, Christos Kaplanis, David Barrett, Marta Garnelo


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Adversarial Information Factorization

Sep 28, 2018
Antonia Creswell, Yumnah Mohamied, Biswa Sengupta, Anil A Bharath


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Inverting The Generator Of A Generative Adversarial Network (II)

Feb 15, 2018
Antonia Creswell, Anil A Bharath

* Under review at IEEE TNNLS 

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Denoising Adversarial Autoencoders

Jan 04, 2018
Antonia Creswell, Anil Anthony Bharath

* submitted to journal 

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Denoising Adversarial Autoencoders: Classifying Skin Lesions Using Limited Labelled Training Data

Jan 02, 2018
Antonia Creswell, Alison Pouplin, Anil A Bharath

* Under consideration for the IET Computer Vision Journal special issue on "Computer Vision in Cancer Data Analysis" 

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LatentPoison - Adversarial Attacks On The Latent Space

Nov 08, 2017
Antonia Creswell, Anil A. Bharath, Biswa Sengupta

* Submitted to ICLR 2018 

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Generative Adversarial Networks: An Overview

Oct 19, 2017
Antonia Creswell, Tom White, Vincent Dumoulin, Kai Arulkumaran, Biswa Sengupta, Anil A Bharath

* Accepted in the IEEE Signal Processing Magazine Special Issue on Deep Learning for Visual Understanding 

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On denoising autoencoders trained to minimise binary cross-entropy

Oct 09, 2017
Antonia Creswell, Kai Arulkumaran, Anil A. Bharath

* Submitted to Pattern Recognition Letters 

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Improving Sampling from Generative Autoencoders with Markov Chains

Jan 12, 2017
Antonia Creswell, Kai Arulkumaran, Anil Anthony Bharath


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Inverting The Generator Of A Generative Adversarial Network

Nov 17, 2016
Antonia Creswell, Anil Anthony Bharath

* Accepted at NIPS 2016 Workshop on Adversarial Training 

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Task Specific Adversarial Cost Function

Sep 27, 2016
Antonia Creswell, Anil A. Bharath

* Submitted to TPAMI 

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Adversarial Training For Sketch Retrieval

Aug 23, 2016
Antonia Creswell, Anil Anthony Bharath

* Accepted to ECCV2016 VisArt Workshop 

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