COMPANY DESCRIPTION
Singapore Management University is a place where high-level professionalism blends together with a healthy informality. The 'family-like' atmosphere among the SMU community fosters a culture where employees work, plan, organise and play together building a strong collegiality and morale within the university.
Our commitment to attract and retain talent is ongoing. We offer attractive benefits and welfare, competitive compensation packages, and generous professional development opportunities all to meet the work-life needs of our staff. No wonder, then, that SMU continues to be given numerous awards and recognition for its human resource excellence.
RESPONSIBILITIES
- Research on tackling the research problems of SAR image recognition and object detection (semantic segmentation included).
- Develop the state-of-the-art algorithms of SAR image recognition models and publish papers.
- Implement the systematical toolbox using the trained SAR models.
- Demonstrate and visualize the research results in regular meetings with DSO Lab.
- Minimum Master's degree in Computer Science, Information Technology, Information Systems or closely related disciplines.
- Minimum 3 years of relevant research experience in computer vision and deep learning.
- Proficiency in programming languages such as c++ and python is required.
- Demonstrated experience and know-how on pytorch and tensorflow.
- Excellent working knowledge of SAR image processing.
- Good analytical, technical and problem solving skills.
- Applicants with research publications in incremental learning, few-shot learning, and long-tailed image recognition topics will be advantageous.
- Self-motivated individual who can work independently and also collaboratively with team members.
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Please note that your application will be sent to and reviewed by the direct employer - Singapore Management University
