ADR Awareness Centre

This lecture overviews Continual Learning that has many applications in DNN training and adaptation.

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.

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.

This lecture overviews MultiDrone Datasets that has many applications in autonomous drone research and development.

Convolutional Neural Networks form the backbone of current AI revolution and are used in a multitude of classification and regression problems. This lecture overviews the transition from multilayer perceptrons to deep architectures.

This lecture covers the basic concepts and architectures of Multi-Layer Perceptron (MLP), Activation functions, and Universal Approximation Theorem.