Two Postdoctoral Positions on Multi-modal: The Istituto Italiano di Tecnologia (IIT) invites applications for two Postdoctoral positions in the Pattern Analysis and Computer Vision (PAVIS) Research Line. The successful candidates will contribute to the research project on 3D multi-modal scene understanding, exploring the interplay between vision and large language models. Both junior and experienced candidates with expertise in computer vision, machine learning, and related areas are encouraged to apply.
Two Postdoctoral Positions on Multi-modal Models for 3D Scene Understanding – (2400000V)
Designation: Postdoctoral Research Fellow
Research Area:
- Computer Vision
- Machine Learning
- 3D Scene Understanding
- Multimodal Models
- Graph Neural Networks (GNNs) and Transformers Architectures
- Neural Rendering (NeRF, 3DGS)
- Interdisciplinary Research (Drug Discovery, Robotics)
Location: Genova, via Enrico Melen 83
Eligibility/Qualification:
- PhD in Computer Science, Machine Learning, Physics, Engineering, Mathematics, or related areas
- Expertise in Computer Vision, with a focus on multimodal machine learning
- Strong programming skills (Python preferred) and hands-on experience in AI and Deep Learning frameworks
- Ability to integrate within a multidisciplinary research group
- Proven track record of publications in relevant technical areas
- High motivation to learn and good priority management
- Fluent in spoken and written English
Job Description:
- Investigate 3D multi-modal scene understanding
- Study ML and CV methods incorporating priors and constraints from physical and semantic models
- Explore the interplay between vision and large language models
- Develop models applicable to interdisciplinary research, particularly in drug discovery and robotics
- Collaborate with the PAVIS research team
- Report, organize, and publish research data
How to Apply:
Interested candidates should submit an online application by March 9th, 2024, including a detailed CV with a full list of publications and contacts of 2 referees. The application form is available on the IIT website.
Last Date for Apply: March 9th, 2024
Compensation & Benefits:
- Competitive salary for international standards
- Wide range of staff discounts
- Deduction from taxable income for eligible candidates
What’s in for You?
- Equal, inclusive, and multicultural environment
- Opportunities for collaboration and networking
- Support for paperwork and relocation
- Mentorship and guidance for startups/business-minded individuals
- Impactful work contributing to societal improvement
Note:
The provided information will be used solely for evaluating and selecting professional profiles. Data processing will adhere to privacy regulations, and candidates may exercise their rights by contacting the Data Protection Officer at dpo@iit.it.
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