Meetup: Autoencoder Magic: Variational. Categorical. Unsupervised. Semi supervised.

So you would like to try to use generative deep learning models for a small side project? Or maybe you only want to have a better understanding of the latent spaces inside a deep neural net, gain an insight on random sampling inside an NN or learn about the mysterious reparametrization trick? In any case, […]

Meetup: Self-supervised learning for computer vision: SimCLR, MoCo, SwAV & Co.

This presentation will give a brief introduction to contextflow, a leading AI in radiology company based in Vienna, before moving on to discussing self-supervised learning for computer vision. The concept behind self-supervised learning will be explained and it will be taken a look at the setup of current state-of-the-art methods, e.g. SimCLR, MoCo, and SwAV. […]

Meetup: Usages of contrastive losses, Introduction and Applications for sensor data

Pie & AI is a series of meetups independently hosted by community groups. This event is hosted by Deep Learning Graz. Please complete your registration on the signup form here. After the event we will provide a limited course promo code for attendees who sign up through the form and complete a post-event survey […]

Meetup: Planning and Learning in Automated Driving

Many real-life problems, including Automated Driving, can be formulated as sequential decisionmaking and control tasks. Solving these tasks is a major topic of Control Theory, Artificial Intelligence and Robotics, with complementary methods roughly grouped as Control, Planning and Learning. Planning relies on deliberative reasoning about the current state and sequence of future reachable states to […]

Meetup: Applications of Convolutional Networks for perception

In this talk, Halil Beglerovic will talk about the applications of convolutional neural networks in the domains of– Scenario extraction from recorded data– Object detection– Semantic segmentationand Behavioral cloning. Language: English About Halil Beglerovic: Halil Beglerovic finished his bachelor studies at the University of Sarajevo, Faculty of Electrical Engineering, Department for Automatic Control and Electronics. […]