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Research Fellow

2 weeks ago

Singapore Nanyang Technological University Full time

We are seeking a Research Fellow to join a university-level research centre collaborating with industry. The role will be involved in a project that is related to object detection.

Key Responsibilities:
- To independently undertake research on data-efficient object detection with key techniques in few-shot learning, transfer learning, image synthesis, etc.- 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:
- PhD degree in Computer Engineering, Computer Science, Electronics Engineering or equivalent.- Strong background in machine learning and computer vision. Prior experience in data-efficient classification, synthesis, and detection is preferable.- Strong publication records in top-tier machine learning or computer vision conferences/journals, such as TPAMI, IJCV, CVPR, ICLR, ICCV, ECCV, NeurIPS, ICML.- Strong coding skills in 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.- Strong research and technical expertise in the project domain, including experimental design, modelling methods, prototype system engineering, and laboratory work, with a demonstrated ability to conduct innovative and hypothesis-driven research.- Collaborative and supervisory capabilities, including assisting in postgraduate supervision, initiating multidisciplinary research collaborations, and overseeing and reporting project progress.

Hiring Institution: NTU