A research-focused postdoctoral position at Toyota Research Institute specializing in robotics, multi-modal learning, and spatio-temporal reasoning to develop advanced models for autonomous agents and real-world applications.
Key Responsibilities
Develop foundation models leveraging multi-modal data for world understanding and downstream tasks.
Conduct research on 4D World Models, Physical and Embodied Intelligence, and Multi-Modal Learning.
Collaborate on high-risk, high-reward projects to advance spatio-temporal reasoning and zero-shot generalization.
Contribute to the development of methods and techniques to solve real-world problems related to autonomous agents.
Work closely with team members and external partners to publish research and productize developed technologies.
Requirements
A PhD in Computer Science, Robotics, Electrical Engineering, or a related field with a focus on robotics, machine learning, or computer vision.
Experience in developing methods and techniques for spatio-temporal reasoning, zero-shot generalization, or related areas in autonomous systems or robotics research.
Strong research experience in the development of foundation models capable of leveraging large-scale multi-modal data including RGB, depth, flow, semantics, bounding boxes, tactile, audio, etc.
Proficiency in multi-modal learning, multi-view geometry, 4D reconstruction, or related fields relevant to embodied applications.
Demonstrated ability to work collaboratively on high-risk, high-reward research projects within a team environment.
Experience in developing methods that solve real-world problems related to autonomous agents, robotics, or mobility.
A record of research publications in relevant scientific conferences or journals demonstrating expertise in the field.
Ability to contribute to research and development threads in areas such as 4D World Models, Physical and Embodied Intelligence, and Multi-Modal Learning.
Physical and mental capacity to engage in intensive research activities, including data analysis, algorithm development, and experimentation.
Benefits & Perks
Salary range between $176,000 and $264,000 per year
Medical insurance
Dental insurance
Vision insurance
Paid time off including holiday pay and sick time
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