Fully Funded PhD Scholarship in Multimodal User Authentication and Personalization
- Galway
- Permanent
- Full-time
- State-of-Art Neural Architectures/Models for Computer Vision
- Fine-tuning or customization of one or more Neural Network Models (i.e. significant re-training or re-programming of the neural model)
- Designing and running experiments with well-defined research outcomes
- Working with complex neural architectures (e.g. GANs, Transformers, Diffusion Models, etc)
- Working with multi-modal imaging data (e.g. NIR, LWIR or Event Cameras).
- Working on advanced data augmentation or learned augmentation techniques to support re-training of neural models
- Techniques for implementation of neural architectures on embedded systems or in hardware (e.g. FPGA, tinyML, network compression, sparsification, etc)
EURAXESS