AddressDepartment of Computer Science and Software Engineering
- Fundamental research with an opportunity to co-supervise PhD students
- Two-year, full-time fixed term contract
- Salary range: Level B: $108,509 – $128,404 p.a. plus 17% superannuation
The University of Western Australia (UWA) is ranked among the top 100 universities in the world and a member of the prestigious Australian Group of Eight research intensive universities. With a strong research track record, vibrant campus and working environments, supported by the freedom to innovate and inspire, there is no better time to join Western Australia’s top university.
About the team
The Department of Computer Science and Software Engineering under the School of Physics, Mathematics and Computing is renowned for its award-winning researchers, teachers and facilities. The broad-based undergraduate and postgraduate programs are complemented by a wide range of research activities and the School is a leader in developing graduates with high level expertise in computer programming and the methods involved in performing complex computations and processing data. In the resource rich state of Western Australia the opportunities for partnership and collaborative research are extensive and the School has well established links with industry.
About the opportunity
A unique opportunity to work with renowned scientists in computer vision including Professor Ajmal Mian and his team of PhD students and postdocs. The research project will focus on novel techniques in the area of generative 3D computer vision and developing 3D diffusion models capable of generating complete 3D scenes. This will advance our theoretical understanding of diffusion in complex 3D environments and open up new possibilities for applications in fields such as virtual reality, architecture, and city planning. The proposed 3D diffusion models will also enhance the accuracy of discriminative computer vision tasks in 3D scene understanding, such as object detection, tracking, and semantic segmentation.
In addition to performing blue-sky research towards the project goals, the successful candidate will have the opportunity to co-supervise PhD students. Focusing on the fundamental problems in generative 3D vision and deep learning, the research outcomes for the project are expected to be published in the top-tier venues such as CVPR, ICCV, ICLR, NeurIPS, and ECCV.
To be considered for this opportunity, you will demonstrate:
- PhD (completed or near completion) in 3D computer vision, machine learning or closely related field
- Prior experience in designing and training diffusion models
- A track-record of high-quality research in computer vision or machine learning
- First-author publications in the leading sources of the field, especially on topics related to the project
- Experience in deep learning frameworks such as PyTorch
- Desire to develop prominent research profile with top quality outcomes
- Commitment to achieve goals by stipulated deadlines
About your application
Full details of the position's responsibilities and the selection criteria are outlined in the position description: PD [Research Fellow] [517270].pdf
The content of your Resume and Cover Letter should demonstrate how you meet the selection criteria.
You may also submit an additional statement (1 page max) outlining any personal circumstances which should be considered when assessing your application. Applicants who have experienced periods of academic/professional interruption or other relevant events can include a description of achievements relative to opportunity in this statement.
To learn more about this opportunity, please contact Ajmal Mian on (08) 6488 27***or at **********@uwa.edu.au
Closing date: 11:55 PM AWST on Wednesday, 5 June 2024.
This position is open to international applicants.
Application Details: Please apply online via the Apply Now button.
Our commitment to inclusion and diversity
UWA is committed to a diverse workforce and an equitable and inclusive workplace. We celebrate difference and believe diversity is fundamental to achieving our goals as a globally recognised Top 100 educational and research institution. We are committed to creating a safe work environment for Aboriginal and Torres Strait Islander people, women, people from culturally and linguistically diverse backgrounds, the LGBTIQA+ community and people living with disability.
- We have a globally competitive, gender neutral parental leave policy with 26 weeks paid leave after 12 months service and 36 weeks after 5 years.
- We have on-campus childcare facilities for children aged 6 weeks to kindy.
- We facilitate flexible working, with part-time and job-sharing arrangements considered.
- We have an ongoing partnership with Pride in Diversity and were recently awarded a Bronze Employer status for LGBTIQA+ inclusion.
- We have Athena SWAN Bronze accreditation and actively work to improve gender equity.
Should you have any queries relating to your application, please contact the individual named in the advertisement. Alternatively, contact the Talent team at *********@uwa.edu.au with details of your query. To enable a quick response, please include the 6-digit job reference number and a member of the team will respond to your enquiry.
