AI Research Fellow: Diffusion, Watermarking & Video (Flexible Hours)

Nanyang Technological University; Singapore; Presencial; SGD 120.000 - 160.000; Jornada completa

Descripción de la vacante

NTU Singapore invites applications for a research role within the College of Computing and Data Science. The successful candidate will conduct literature reviews, develop state-of-the-art methods, and supervise junior researchers while collaborating with multidisciplinary teams.

A PhD in related fields and a strong publication record are preferred, with flexible hours and opportunities to engage with industry partners.

Formación

• PhD in CS/CE/EE or equivalent.
• Independent, analytical, proactive, and a team player.
• Strong teamwork and written/verbal communication abilities.
• Deep learning knowledge: foundation models and diffusion models.
• Watermarking techniques knowledge and experience.
• Open-vocabulary/object detection experience.
• Video processing: summarization, key-frame extraction, test-time adaptation.
• Strong software implementation skills.
• 4+ years of research experience including PhD work.

Responsabilidades

• Literature review of existing methods and models.
• Identify the weaknesses of existing models.
• Propose and develop state-of-the-art methods to overcome existing problems.
• Train and evaluate the models and systematically compare them with recent models.
• Prepare papers and reports.
• Develop systems based on the developed models for agencies/commercial partners.
• Supervise junior researchers and master students.
• Oversee and report project progress.
• Ability and willingness to work some flexible hours.
• Initiate collaboration research in a multidisciplinary team.

Conocimientos

Independent

Analytical

Team player

Communication skills

Research capability

Publication track record

Educación

PhD in CS/CE/EE or equivalent

Descripción del empleo

NTU Singapore invites applications for a research role within the College of Computing and Data Science. The successful candidate will conduct literature reviews, develop state-of-the-art methods, and supervise junior researchers while collaborating with multidisciplinary teams.

A PhD in related fields and a strong publication record are preferred, with flexible hours and opportunities to engage with industry partners.