Doktorand inom bildrepresentation och upptäckt av nya klasser
Core
Developing generative methods for better image representations, specifically for discovering new species and identifying data outside the training distribution, with a focus on plankton identification.
Role type
PhD researcher (Computer Vision & Deep Generative Learning)
Builds
Application-agnostic algorithms for robust classification systems and new species identification
Domain
Marine biology, environmental genomics, computer vision
Deliverable
production ML models
Required skills
Deep learning, TensorFlow, PyTorch, JAX, GPU-based experiments, cluster computing (Docker, Slurm)
Preferred skills
Prior specialization in computer vision or machine learning, experience with genomic data integration
Technologies
TensorFlow, PyTorch, JAX, Docker, Slurm
Responsibilities
Develop generative methods for image representation, identify plankton species, build robust classification systems, integrate genomic data
Seniority
PhD candidate (Researcher)
