The Faculty of Mathematics and Natural Sciences: Search
Now showing items 351-353 of 353
Deep Representation Learning for Analyzing Financial and Cybersecurity Data
(2024-06-19)
Recent years have shown a surge in the capability of deep learning models for various domains of interest and different types of data. Machine learning models are now capable of understanding, categorizing and generating ...
Holistic Video Understanding: Spatio-Temporal Modeling and Efficiency
(2024-05-21)
Video understanding, a specialized area within computer vision, focuses on classifying human actions in video clips. The field has seen remarkable advancements, particularly with the introduction of 3D convolutional neural ...
Uncertainty Reduction in Diffusion Magnetic Resonance Imaging Tractography
(2024-04-04)
Diffusion Magnetic Resonance Imaging (dMRI) is currently the only non-invasive method capable of mapping the geometry and microstructure of major white matter tracts in vivo. This technique measures the movement of water ...