News for March, 2017

Preprint A new paper on Denoising Adversarial Autoencoders is now available on arXiv here.  Code is also available from Toni Creswell on GitHub

Jobs Through collaborations with the DSI, Computing, Aeronautics, the Medical School and Royal College of Music, there are several job opportunities opening up. Please drop us a line at a.bharath@imperial.ac.uk for informal enquiries.

 

News for February

Rosetrees Trust Award   We have recently received a grant that supports the use of machine learning in cardiovascular risk prediction and treatment planning. This will fund joint research between the ElectroCardioMaths Group, the Aeronautics Department, the Data Sciences Institute and Bioengineering.

DL4I&VU Workshop  We are hosting – together with the Cortexica, the Data Sciences Institute and Neurotechnology CDT – a workshop on Deep Learning for Image and Video Understanding (Feb 24th. 2017).  Future workshops will follow.

News for October

Congratulations to Toni Creswell on her presentation at the VISArt 2016 Conference in Amsterdam. The paper is available on arXiv.

Join us on 3rd November @ Big Data London, 20 Air Street.  AAB will be on the Panel for Deep Learning.

20th October: AAB gave a talk at IDEALondon on Deep Architectures: Past Present and Future.  Slides will soon be available.

New Servers

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After many hours of building Kai and Jose have finished constructing three new servers. The identical builds make it easier to transfer software between the machines, and also to investigate distributed computation for computer vision and machine learning. As scaling up becomes infeasible, the alternative is scaling out.

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Each machine has a 8-core CPU, 64GB of RAM and 4 NVIDIA GPUs for General-Purpose computing on Graphics Processing Units (GPGPU). With such hardware we can make use of both parallelisation and virtualisation, the former enabling the training of large machine learning models and the latter allowing multiple users to trial different application environments on the same physical machine. The servers will see their first major test in the near future with the upcoming NVIDIA CUDA Workshops.