Displaying 204 resources

Socially Informed ML Practices

A series of three posts on “Is data fixable? On the need of socially-informed practices in ML research and education”.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Attention and Transformers Networks in Computer Vision

In this lecture focused on Transformers in the field of computer vision, the limitations of Convolutional Neural Networks (CNNs) are emphasized.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Web Search based on Ranking

This lecture overviews Web Search based on Ranking that has many applications in Web Science and Social Media Analytics. It covers the following topics in detail: Architecture of Web Search Engine: Crawler, Indexer, Query Processor.
Category
Systems, methodologies, hardware, and tools, Recommendations towards policy changes
Source
AI-OnDemand
Other Other

AUTH UAV Gesture Dataset

AUTH has created the "AUTH UAV Gesture Dataset" in the context of the “AERIAL-CORE” collaborative project, funded from the European Union's Horizon 2020 research and innovation programme.
Category
Data for AI, Systems, methodologies, hardware, and tools, Recommendations towards policy changes
Source
AI-OnDemand

Continual Learning

This lecture overviews Continual Learning that has many applications in DNN training and adaptation.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Graph-Based Pattern Recognition

This lecture overviews Graph-Based Pattern Recognition that has many applications in data clustering and dimensionality reduction.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand