Sum-product networks are a new deep architecture that can perform fast, exact inference
on high-treewidth models. Only generative methods for training SPNs
have been proposed to ...
Synthetic pattern generation procedures have various applications, and a number of approaches (fractals, L-systems, etc.) have been devised. A fundamental underlying question is: w...
New minimal-invasive interventions such as transcatheter valve procedures exploit multiple imaging modalities to guide tools (fluoroscopy) and visualize soft tissue (transesophagea...
Peter Mountney, Razvan Ionasec, Markus Kaizer, Sin...
A novel approach for event summarization and rare event detection is proposed. Unlike conventional methods that deal with event summarization and rare event detection independently...
State-of-the-art person re-identication methods seek robust person matching through combining various feature types. Often, these features are implicitly assigned with a single ve...