Displaying 204 resources

Algorithms for manifold learning

The technical report presents popular methods for mapping data into a low-dimensional manifold (nonlinear dimensionality reduction).
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

3D Geometry Modeling

This lecture overviews that has many applications in 3D Computer Graphics, Architecture, Civil and Mechanical Engineering and in Medical imaging.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Robots Learning (Through) Interactions

The acquisition and self-improvement of novel motor skills is among the most important problems in robotics. I will discuss various learning techniques we developed that enable robots to have complex interactions with their environment and humans.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand
Other Other

MOBISERV-AIIA Database

Introduction Eating and Drinking Activity Recognition Database (MOBISERV-AIIA Database) was created in order to fulfill the need for a good benchmarking database for the evaluation of specialized meal intake (such as eating and drinking) activity rec
Category
Data for AI, Systems, methodologies, hardware, and tools, Recommendations towards policy changes
Source
AI-OnDemand

Syntactic Pattern Recognition

This lecture overviews that has many applications in data analysis. It covers the following topics in detail: Syntactic Pattern Recognition Systems. Preprocessing Techniques. String-Based Models.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Social Impact of AI Science and Engineering: Information Filtering and Disinformation

This lecture addresses several important questions on the interface between technology and society: Why our world becomes ever more complex? Can we cope with world complexity? What is the relation between freedom of speech and information filt
Category
Systems, methodologies, hardware, and tools, Recommendations towards policy changes
Source
AI-OnDemand