Displaying 205 resources

Stereotypes in Language & Computational Language Models

Combined knowledge from linguistics, psychology, and natural language processing.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Few Shot Object Recognition

This lecture overviews Few Shot Object Recognition that has many applications in image classification, when few training data are available.  It covers the following topics in detail: Few-shot Image Learning definitions and methods.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Moving Image Perception

This lecture overviews Moving Image Perception  that has many applications in video acquisition, processing and coding. It covers the following topics in detail: Human Vision Modeling.
Category
Systems, methodologies, hardware, and tools
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

Transfer Learning

This lecture overviews Transfer Learning (TL) that has many applications in DNN training and adaptation, Image Understanding, Text Mining, Activity Recognition, Bioinformatics, Transportation.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Genomic Signal Analysis

This lecture overviews Genomic Signal Analysis   that has many applications in Bioinformatics, Biology and Medicine. It covers the following topics in detail: DSP Algorithms for Genomic Sequences.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand