Job Description

Company Description

Robert Bosch (South East Asia) Pte Ltd is a regional subsidiary of the Bosch Group, representing the Group\'s interests in Southeast Asia where it is present in all ASEAN member countries. Business operations in these countries report to Robert Bosch (South East Asia) Pte Ltd, located in Singapore. Bosch has been present in Southeast Asia since 1919, with diversified businesses in the company\'s four business sectors - Mobility Solutions, Industrial Technology, Consumer Goods, and Energy and Building Technology. Bosch\'s strategic objective is to improve quality of life with products and services that are innovative and spark enthusiasm. In short, Bosch creates technology that is \xe2\x80\x9cInvented for life.\xe2\x80\x9d



At Bosch, we shape the future by inventing high-quality technologies and services that spark
enthusiasm and enrich people\'s lives. Our promise to our associates is rock-solid: we grow
together, we enjoy our work, and we inspire each other.

State-of-the-art models for 3D scene reconstruction, the Nerf models, rely on a large number of parameters that preclude their applications on edge devices. In addition, existing models have largely focused on static and non-editable scenes.

In this project, the goal is thus to develop efficient Nerf models that come with fewer parameters and acceptable performance. We will also explore investigating the editable Nerf models that enable users to change the attribute of the objects in the scene. This will involve the "disentangling" of features in the study.

As an Industrial PhD student, you will be responsible for conducting research at world-class laboratories in NUS and Bosch.

Qualifications

• Singaporean or PR (to be eligible for EDB-IPP program).
• Bachelor\'s or Master\'s degree in Computer Science, Electrical or Electronics Engineering
• Fulfill the National University of Singapore PhD programme requirements.
• Excellent written and verbal communication skills.
• Curious, self-motivated, able to work independently, and a passion to tackle real-world problems through research.
• Relevant research experience in the field of machine learning. Strong academic record, with at least one publication in top-tier conferences or peer-reviewed journals (preferred)
• Fresh degree holders with excellent academic results are also encouraged to apply.
• Experience with popular machine learning frameworks (e.g., tensorflow, pytorch, scikitlearn, etc.) is a plus.

Additional Information

The PhD students have the opportunity to advance their careers by contributing to fascinating projects alongside our researchers.

Bosch