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Research Fellow – AI Image/Video Watermarking & Video Processing

NTU · Singapore

New
🇬🇧 English
Deep learning Foundation models Diffusion models AI editing methods Generative models Open object detection Video summarization Key-frame extraction Software implementation

Job description

About the role

The Nanyang Technological University (NTU) College of Computing and Data Science is seeking a Research Fellow to advance cutting‑edge AI methods for image/video watermarking and video processing. The role involves developing novel deep‑learning models, evaluating them against state‑of‑the‑art baselines, and translating research outcomes into systems for industry partners.

Key responsibilities

  • Conduct literature reviews to identify gaps in existing models.
  • Design and implement state‑of‑the‑art deep‑learning methods, including foundation and diffusion models.
  • Train, evaluate, and benchmark models for image/video watermarking and video processing tasks.
  • Prepare research papers, technical reports, and system prototypes for commercial partners.
  • Supervise junior researchers and master’s students.

Required profile

  • PhD in Computer Engineering, Computer Science, Electronics Engineering or a related field.
  • Strong analytical mindset, independence, and ability to work in multidisciplinary teams.
  • Demonstrated record of publications at top AI conferences or journals (e.g., CVPR, ICCV, NeurIPS, ICML, ICLR).
  • At least 4 years of research experience, including PhD studies.

Required skills

  • Deep learning, especially foundation models and diffusion models.
  • AI editing methods and generative model properties for image/video watermarking.
  • Open‑object detection, video summarization, and key‑frame extraction techniques.
  • Strong software implementation capabilities.

Questions fréquentes

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Source : ats:workday

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Published 1 day ago

Expires 1 month from now

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NTU

Singapore