Dissertation Highlights by Track
Machine Learning
- Data Compression with Variational Implicit Neural Representations
- Sim2Real With Neural Processes
- {On, Off}-The-Grid Data Modelling Using Transformer Neural Processes
Speech and Language Processing
- Automated Situated Task Guidance with Foundation Models
- Effectiveness of SSL Representations for Source Separation
- Reranking Multi-Modal Retrievers for Knowledge-Based Visual Question Answering
Computer Vision and Robotics
- Adapting Pre-Trained Vision-Language Models in Medical Domains
- 3D Pose Estimation and Topology Reconstruction Using Foundation Models and Render and Compare
- Modelling Additive Manufacturing Processes via Graph-Conditioned Diffusion Models
Human-Computer Interaction
- Co-Activation Detection in Ten-Finger Typing on a Virtual Keyboard (paper)
- Scene Interpretation for Visual Accessibility in Virtual Reality (paper)
- Developing a Vision-Language-Action Model to Drive Contextual User Interface Adaptation