ADR Awareness Centre

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.

This resource corresponds to 7th video from the AI Excellence Lecture Series.

Generative Adversarial Networks (GANs) are part of the cutting edge in recent machine learning research.

Deep Convolutional Generative Adversarial Networks (DCGAN) have been used to generate highly compelling pictures or videos, such as manipulated facial animations, interior and outdoor images, videos.

We study the power of cooperation in a network of communicating agents that solve a learning task. Agents use an underlying communication network to get information about what the other agents know.

This lecture overviews Neural Image Compression that has many applications in image storage and communications.