Cross-modal learning for information retrieval
| Program start date | Application deadline |
| 2024-07-01 | - |
| 2024-10-01 | - |
| 2025-01-01 | - |
Program Overview
This PhD program focuses on cross-modal learning for information retrieval, exploring methods for learning entity relations in cross-modal spaces and identifying limitations of existing algorithms. It also investigates bias in cross-modal transfer learning and proposes strategies for lifelong learning and forgetting.
Program Outline
Other:
- cross-modal learning for information retrieval
- The project may focus on:
- Developing methods for learning relations of entities in cross-modal spaces comprising images and text.
- Identifying the limitations of existing cross-modal retrieval algorithms.
- Investigating bias in cross-modal transfer learning and developing strategies for detecting and mitigating bias.
- Development of a tool for the search, and retrieval of multi-modal data. The tool will have query expansion and relevance feedback capabilities.
- Loughborough University research impact is rated world-leading or internationally excellent.
- Supervisors:
- Professor Georgina Cosma (Primary)
- Contact: g.cosma@lboro.ac.uk
- Phone: +44 (0)1509 564 158
UK fee: £4,712 Full-time degree per annum International fee: £26,000 Full-time degree per annum University fees and charges can be paid in advance and there are several methods of payment, including online payments and payment by instalment. Fees are reviewed annually and are likely to increase to take into account inflationary pressures.
Loughborough University
Overview:
Loughborough University is a public research university located in Loughborough, Leicestershire, England. It is renowned for its strong academic programs, particularly in sports science, engineering, and business. The university boasts a vibrant campus life and a strong focus on research and innovation.
Student Life and Campus Experience:
Loughborough University offers a diverse and engaging campus experience. Students can participate in a wide range of extracurricular activities, including sports, societies, and volunteering opportunities. The university has a strong sporting heritage and is home to world-class facilities. Students can also enjoy a vibrant social scene with numerous bars, restaurants, and events happening on campus.
Key Reasons to Study There:
World-class facilities:
Loughborough University boasts state-of-the-art facilities, including a dedicated sports village, a modern library, and cutting-edge research labs.Strong academic reputation:
The university is consistently ranked among the top universities in the UK for its academic excellence.Vibrant campus life:
Students can enjoy a lively and diverse campus community with numerous opportunities for social interaction and personal development.Focus on research and innovation:
Loughborough University is a leading research institution, with a strong focus on tackling real-world challenges.Excellent career prospects:
Graduates from Loughborough University are highly sought after by employers, with strong career prospects in various fields.Academic Programs:
Loughborough University offers a wide range of undergraduate and postgraduate programs across various disciplines, including:
Engineering:
Aerospace, Chemical, Civil, Electrical, Mechanical, and more.Business and Economics:
Accounting, Finance, Management, Marketing, and more.Sport Science:
Exercise Science, Sports Coaching, Sports Management, and more.Humanities and Social Sciences:
Psychology, Sociology, History, and more.Science and Technology:
Chemistry, Physics, Computer Science, and more.Other:
Loughborough University has a strong commitment to sustainability and social responsibility. The university is actively working towards achieving net-zero carbon emissions and promoting inclusivity and diversity within its community.
General academic entry requirements
These are the minimum qualifications needed by all applicants, regardless of their country of origin.
Specific country entry requirements
These are additional requirements for applicants from different countries.
General academic entry requirements
Applicants must have, or expect to achieve, a:
- 2:1+ Honours degree (or equivalent) in:
- Computer science
- Information science
- Mathematics
- Strong programming skills
Specific country entry requirements
The university provides a dropdown menu to select the applicant's country of origin.
