Research Fellow

2 weeks ago

Singapore Nanyang Technological University Full time

Key Responsibilities:

- To independently undertake research in computer vision and machine learning.
- To produce research reports and/or publications as required by the funding body or for dissemination to the wider academic community.
- To provide guidance and support to any students associated with the project.
- To attend, contribute, and where necessary lead relevant meetings.
- To undertake any other duties relevant to the programme of research.

Job Requirements:

- A PhD degree in Computer Engineering, Computer Science, Electronics Engineering or equivalent.
- Strong background in machine learning and computer vision. Prior experience in image and video restoration is preferable.
- Strong publication records in top-tier machine learning or computer vision conferences/journals, such as TPAMI, IJCV, CVPR, ICCV, ECCV, NeurIPS, ICML and AAAI.
- Knowledge of scientific or engineering software like PyTorch, TensorFlow, Keras, etc.
- Proven research ability as evidenced through a portfolio of publications and/or conference papers and/or patents.
- Strong background in R&D with self-motivation and initiative. Ability to develop and manage R&D projects with good understanding of industrial needs.
- In-depth knowledge relevant to the project domain.
- Demonstrated capability to conduct innovative research.
- The ability and willingness to adapt and incorporate novel ideas and approaches in scientific industry.
- Demonstrated ability to formulate hypothesis and design effective experimental plans.
- Ability to design and implement new experimental methods.
- High-level expertise in the required experiment or modelling methods.
- Good knowledge in laboratory work as well as engineering of prototype system.
- Assist in postgraduate student supervision.
- Capacity to conduct small group teaching such as undergrad labs and tutorials.
- Ability to initiate collaboration research in multidisciplinary team.
- Oversee and report project progress.
- Ability and willingness to work some flexible hours.

Hiring Institution: NTU

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