Post-DocApplications Closed
N/A
Genova, Italy
Apply by Feb 28, 2025
Application deadline
Feb 28, 2025
Job
Job location
N/A
Genova, Italy
Geocoding in progress.
Source: legacy
Quick Information
Application Deadline
Feb 28, 2025
Start Date
Flexible
Education Required
See description
Experience Level
Not specified
Job
Job location
N/A
Job Description
PAVIS is looking to strengthen its activities on 3D multi-modal scene understanding. The research will focus on novel ML and CV methods that efficiently incorporate priors and constraints from world physical models and semantic priors, derived from vision, language models, or other modalities. The project will explore the interplay between vision and large language models to address tasks in 3D reasoning, visual (re-)localization, active vision, and neural/geometrical novel view rendering. The aim is to develop models applicable to interdisciplinary research, including drug discovery and robotics, utilizing in-house robotics platforms and HPC computational facilities.
Requirements
- A PhD in Computer Science
- Machine Learning
- Physics
- Engineering
- Mathematics or related areas. Expertise in Computer Vision
- multimodal machine learning
- ML and CV models with a preference for GNNs and Transformers architectures. Strong programming skills in Python and experience with AI and Deep Learning frameworks (e.g.
- Pytorch
- Tensorflow). Ability to integrate within a multidisciplinary research group
- proven publication track record
- ability to report
- organize and publish research data
- high motivation
- good priority management
- ability to work in an international environment
- fluency in English. Nice-to-have: Knowledge of 3D vision
- experience with large language models
- experience deploying ML models on HPC platforms
- team player with clear communication skills.
Job
Job location
N/A
Coordinates pending.