Research Fellow in Deep Representation Learning

Job title:

Analysis Fellow in Deep Illustration Studying


Job description

Supply DescriptionBrokers, Interplay & ComplexityLocation: Highfield Campus
Wage: £34,980 to £40,521 every year
Full Time Mounted Time period (18 months)
Closing Date: Wednesday 24 April 2024
Interview Date: To be confirmed
Reference: 2531923FP-RWe’re searching for functions for a analysis fellow on the College of Southampton throughout the Imaginative and prescient, Studying and Management (VLC) Group in Electronics and Pc Science, to work within the space of deep illustration studying for audio information. The place is offered on a hard and fast time period foundation for 18 months attributable to funding restrictions, with the chance to increase the contract for an additional 18 months.You can be engaged on the EPSRC analysis programme “Energetic Audition for Robots (Activator)” ( ) underneath the course of the Principal Investigator, Dr Christine Evers. The intention of the undertaking is to allow robots to leverage the movement of their very own our bodies (‘ego-motion’) with the intention to make sense of life in sound. This emptiness will give attention to underpinning analysis in deep studying, addressing basic challenges surrounding the disentanglement of learnt representations. As a part of your function, you’ll:

  • Publish and disseminate your findings at top-tier venues (e.g., NeurIPS, ICLR, ICML, IEEE Transactions);
  • Collaborate with our inner and exterior companions (e.g., Nationwide Oceanography Centre) to broaden the scope of your analysis;
  • Liaise with our business companions to make sure industrial affect of your analysis; and
  • Develop and take part in actions for engagement with the general public, policymakers and key stakeholders.

You’ll profit from:

  • Intensive alternatives for collaboration with our undertaking companions.
  • Entry to state-of-the-art analysis services, together with a high-performance compute cluster that’s particularly geared toward workloads requiring giant quantities of GPU reminiscence or future occasions.
  • A vibrant, numerous, and inclusive tutorial group.
  • Alternatives for skilled improvement and profession progress, e.g., mentorship of PhD college students, improvement of funding functions, involvement in educating actions.
  • Alternatives for profession improvement, together with contributions to educating, technology of future funding bids, and co-supervision of PhD, taught postgraduate and undergraduate initiatives.

We’re searching for candidates with a Ph.D. (both awarded or nearing completion) or equal skilled qualification and expertise in Machine Studying, Statistics, or a associated discipline, who’ve in-depth data in and demonstrable expertise with:

  • Latest deep studying methods, together with, e.g., diffusion fashions and attentional fashions.
  • Improvement of customized modules utilizing GPU-accelerated APIs for deep studying (e.g., Pytorch); and
  • Improvement of bespoke information loaders and pipelines.

Ranked within the prime 1% of universities globally and among the many UK’s prime 20 for analysis, the College of Southampton has a global popularity for its analysis, educating and enterprise actions. The publish shall be held within the , a pleasant and supportive setting that facilitates high-impact, multi-disciplinary analysis, training, coaching, and outreach. ECS holds an Athena SWAN bronze award in recognition of its continued dedication to bettering equality for girls in science and engineering.We are going to give due consideration to candidates who want to work flexibly together with part-time, and to those that have taken a profession break. We’ve got a variety of employees improvement programmes and a novel mentoring and wellbeing scheme ( ).Casual enquiries will be made to Dr Christine Evers, Affiliate Professor:Purposes for Analysis Fellow positions shall be thought-about from candidates who’re working in the direction of or nearing completion of a related PhD qualification. The title of Analysis Fellow shall be utilized upon profitable completion of the PhD. Previous to the qualification being awarded the title of Senior Analysis Assistant shall be given.NecessitiesExtra DataWork Location(s)Variety of gives out there 1 Firm/Institute UNIVERSITY OF SOUTHAMPTON Nation United Kingdom Metropolis Southampton GeofieldThe place to use Web siteContact MetropolisSouthamptonSTATUS: EXPIRED

Anticipated wage

£34980 – 40521 per yr



Job date

Fri, 29 Mar 2024 23:41:04 GMT

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