One Week International Research Workshop on Advances in Deep Learning and Applications

ABOUT THE INTERNATIONAL RESEARCH WORKSHOP

Breakthroughs in the field of data science and computing power over the past two decades has made deep learning the most powerful tool in the field of artificial intelligence. Deep learning algorithms have shown a promising success in numerous applications of Computer Vision, Natural Language Processing, Robotics and Automation. Present day state-of-the –art algorithms have amazed everyone with their human level accuracy in classification, generating life-like images and videos and even beating world-champions at their own games. As the quest continues, deep learning has emerged out to be the most sought after skill in today's industrial scenario, right from the Tech Giants to Startups. This workshop aims to give the participants a hands-on experience, right from the foundations, from some of the leading experts in the fields.

AREAS TO BE COVERED

This workshop will cover the foundations of deep learning, advances in deep learning and applications of deep learning. Participants will learn how to lead successful deep learning projects. Specifically, participants will learn about Deep Learning Essentials, CNNs, RNNs, Autoencoders, GANs, Recent Trends, and many more.

•Pre-Deep Learning Essentials

•Foundations of Deep Learning

•Training Deep Learning Networks

•Advances in Deep Learning

•Applications of Deep Learning

•Best Practices in Deep Learning

•Convolutional Neural Networks

•Recurrent Neural Networks

•Autoencoders Networks

•Generative Adversarial Networks

•Deep Learning with Limited Data,

•Network Compression,

•Recent Trends, and Many More.

A good amount of hands-on sessions will be also covered for practicing the DL concepts over the exciting problems.

INTENDED PARTICIPANTS

• Research Students (MS/PhD/Equivalent)

• Faculties and Educators

• R&D and Industry Persons