Research Fellow in Deep Representation Learning

University of Southampton

Job title:

Analysis Fellow in Deep Illustration Studying


College of Southampton

Job description

Brokers, Interplay & Complexity Location: Highfield Campus
Wage: £34,980 to £40,521 each 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 inside the Imaginative and prescient, Studying and Management (VLC) Group in Electronics and Laptop Science, to work within the space of deep illustration studying for audio knowledge. The place is out there on a hard and fast time period foundation for 18 months as a consequence of funding restrictions, with the chance to increase the contract for one more 18 months.You may be engaged on the EPSRC analysis programme “Lively Audition for Robots (Activator)” ( ) beneath the route of the Principal Investigator, Dr Christine Evers. The purpose of the challenge is to allow robots to leverage the movement of their very own our bodies (‘ego-motion’) in an effort to make sense of life in sound. This emptiness will deal with underpinning analysis in deep studying, addressing elementary challenges surrounding the disentanglement of learnt representations. As a part of your position, you’ll:

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

You’ll profit from:

  • In depth alternatives for collaboration with our challenge companions.
  • Entry to state-of-the-art analysis services, together with a high-performance compute cluster that’s particularly geared toward workloads requiring massive quantities of GPU reminiscence or long term instances.
  • A vibrant, numerous, and inclusive educational group.
  • Alternatives for skilled growth and profession progress, e.g., mentorship of PhD college students, growth of funding functions, involvement in educating actions.
  • Alternatives for profession growth, together with contributions to educating, era of future funding bids, and co-supervision of PhD, taught postgraduate and undergraduate tasks.

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

Ranked within the high 1% of universities globally and among the many UK’s high 20 for analysis, the College of Southampton has a world repute 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, schooling, coaching, and outreach. ECS holds an Athena SWAN bronze award in recognition of its continued dedication to enhancing 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. Now we have a variety of employees growth programmes and a singular mentoring and wellbeing scheme ( ).Casual enquiries may 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.

Anticipated wage

£34980 – 40521 per yr


United Kingdom

Job date

Fri, 29 Mar 2024 08:46:54 GMT

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