Research Fellow in Deep Representation Learning

Job title:

Analysis Fellow in Deep Illustration Studying

Firm

College of Southampton

Job description

Job Info Organisation/FirmUNIVERSITY OF SOUTHAMPTON Analysis AreaPc scienceEngineering Researcher ProfileRecognised Researcher (R2)First Stage Researcher (R1)Established Researcher (R3) NationUnited Kingdom Software Deadline24 Apr 2024 – 00:00 (UTC) Sort of ContractDifferent Job StandingFull-time Is the job funded by the EU Analysis Framework Programme?Not funded by an EU programme Is the Job associated to employees place inside a Analysis Infrastructure?NoProvide DescriptionBrokers, Interplay & ComplexityLocation: Highfield Campus
Wage: £34,980 to £40,521 each year
Full Time Fastened Time period (18 months)
Closing Date: Wednesday 24 April 2024
Interview Date: To be confirmed
Reference: 2531923FP-RWe’re searching for purposes for a analysis fellow on the College of Southampton inside 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 out there on a hard and fast time period foundation for 18 months on account of funding restrictions, with the chance to increase the contract for one more 18 months.You can be engaged on the EPSRC analysis programme “Energetic Audition for Robots (Activator)” ( ) beneath the course of the Principal Investigator, Dr Christine Evers. The goal of the mission 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 concentrate on 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 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 mission companions.
• Entry to state-of-the-art analysis services, together with a high-performance compute cluster that’s particularly aimed toward workloads requiring giant quantities of GPU reminiscence or long term occasions.
• A vibrant, numerous, and inclusive tutorial neighborhood.
• Alternatives for skilled growth and profession progress, e.g., mentorship of PhD college students, growth of funding purposes, involvement in instructing actions.
• Alternatives for profession growth, together with contributions to instructing, era 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 information 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 information 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, instructing and enterprise actions. The submit will likely be held within the , a pleasant and supportive surroundings 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 ladies 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 growth programmes and a singular mentoring and wellbeing scheme ( ).Casual enquiries might be made to Dr Christine Evers, Affiliate Professor:Purposes for Analysis Fellow positions will likely be thought of from candidates who’re working in direction of or nearing completion of a related PhD qualification. The title of Analysis Fellow will likely be utilized upon profitable completion of the PhD. Previous to the qualification being awarded the title of Senior Analysis Assistant will likely be given.NecessitiesFurther InfoWork Location(s)Variety of affords 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

Location

Southampton

Job date

Sat, 30 Mar 2024 04:37:06 GMT

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