Responsibilities
The candidate will be responsible for conducting research on Embodied Perception and Reasoning algorithms. Successful candidate will be part of an active research team led by Prof Bin Zhu from School of Computing and Information Systems (SCIS), Singapore Management University (SMU).
Candidate's Core Responsibilities Are
- Develop embodied perception algorithms for visual, spatial, and semantic understanding of dynamic environments.
- Design and implement reasoning models that enable robotic manipulation tasks.
- Conduct experiments for both simulated and real-world Embodied Agent Evaluation.
- Produce high-quality research publications in top-tier conferences and journals.
- Other duties as assigned.
Qualifications
- A PhD in Computer Science, Information Technology, Information Systems, or a closely related discipline from an institution of higher learning.
- At least two years of relevant research experience in multimodal learning, computer vision, or embodied AI.
- A strong publication record in top-tier conferences or journals in computer vision, multimedia, and artificial intelligence.
- Demonstrated expertise and professional experience in deep learning, multimodal learning, or embodied perceptionand reasoning.
- Applicants with strong research publications in computer vision or embodied AI will be given preference.
- Self-motivated, proactive, and able to work both independently and collaboratively within a research team.
