Nanyang Technological University | Research Associate
3 days ago
Research Associate (Multimedia Forensics)
Apply locations NTU Main Campus, Singapore
Time Type: Full time
Posted on: Posted 2 Days Ago
Job Requisition ID: R00019372
The School of Electrical and Electronic Engineering is one of the founding Schools of the Nanyang Technological University. Built on a culture of excellence, the School is renowned for its high academic standards and research. With over 3,000 undergraduate students and 1,000 graduate students, it is one of the largest EEE schools in the world and ranks 10th in the field of Electrical & Electronic Engineering in the 2024 QS World University Rankings by Subjects.
Today, the School has become one of the world’s largest engineering schools that nurtures competent engineers and researchers. Each year, the School graduates over a thousand students who are ready to take on great ambitions and challenges.
For more details, please view: NTU EEE
The Rapid-Rich Object SEarch (ROSE) Lab focuses on research in: (i) visual search & retrieval, (ii) video analytics & deep learning, and (iii) multimedia forensics & biometrics. Resources at the ROSE Lab consist of NTU faculty, researchers, PhD students, and visiting researchers from other institutions from around the world, as well as large-scale GPU computing facilities for deep learning. Learn more about ROSE Lab at ROSE Lab.
Key Responsibilities:
Working in research teams on Multimedia Forensics projects in Generative AI, Hallucination Detection, and DeepFake Detection.
Creation of large-scale datasets for research and algorithm evaluation.
Be part of a research team in the execution of funded research projects.
Assist in drafting proposals for research grants in the above areas.
Job Requirements:
Masters in Computer Science, Data Science, Electrical/Electronic Engineering, or related field.
Research experience in Computer Vision, Multimedia Forensics, Deep Learning, Trustworthy Machine Learning, and AI Security, as well as working with large-scale datasets.
Experience with deep learning for image/video understanding, Generative AI, hallucination detection & mitigation, and adversarial/backdoor/poisoning attack/defense is essential.
Proficiency in software such as PyTorch, OpenCV, and programming languages such as Python and C/C++, as well as Linux (e.g., Ubuntu) is essential.
Knowledge of GPU computing, CUDA programming, optimization (e.g., with TensorRT), and industry experience in engineering software development would be an advantage.
Good inter-personal skills, with the ability to work with people from varied backgrounds.
Excellent verbal and written communication skills.
Entry level candidates are welcome to apply.
We regret to inform that only shortlisted candidates will be notified.
Hiring Institution:
NTU
About Us
NTU is also home to world-class autonomous institutes – the National Institute of Education, S Rajaratnam School of International Studies, Earth Observatory of Singapore, and Singapore Centre for Environmental Life Sciences Engineering – and various leading research centres such as the Nanyang Environment & Water Research Institute (NEWRI) and Energy Research Institute @ NTU ( ).
Ranked amongst the world’s top universities by QS, NTU has also been named the world’s top young university for the past seven years. The University’s main campus is frequently listed among the Top 15 most beautiful university campuses in the world and has 57 Green Mark-certified (equivalent to LEED-certified) buildings, of which 95% are certified Green Mark Platinum. Apart from its main campus, NTU also has a campus in Novena, Singapore’s healthcare district.
Under the NTU Smart Campus vision, the University harnesses the power of digital technology and tech-enabled solutions to support better learning and living experiences, the discovery of new knowledge, and the sustainability of resources.
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