Application What is it capable of and what does it cost? AI for the prediction of product features 28. June 2023 In the manufacturing industry, the demand for custom-made products for special applications is becoming increasingly... read more
Basics Object Detection: How machines recognize objects 31. May 2023 Many everyday scenarios require the simultaneous detection and localization of various objects. As humans, we have an... read more
Basics GraphSAGE: Predicting user behavior with ML-based recommendation services 23. May 2023 “Like!”. Every day, we receive personalized recommendations for products or content—whether shopping on various... read more
Basics Automatic classification of a publication network using a Graph Attention Network 19. May 2023 In this blog post, we address two topics that have recently dominated the media: on the one hand, neural networks and... read more
Basics Graph Neural Networks: An introduction to the world of graph-based AI models 10. May 2023 Every day, whether at work, during sports, or online in social networks, we interact with other people within social... read more
Research Which model should I choose? Explainable model selection for time series prediction 06. October 2021 Time series describe the change of a measurement over time. For example, sensor data from a robot or the temperature... read more
Basics Defense game: What can we do against adversarial examples? 12. July 2021 As we learned in the previous blog post, Machine Learning software is susceptible to certain attacks through... read more
Research Robust or vulnerable – gaining more insights into neural networks with heat 01. June 2021 When Artificial Intelligences need to make decisions, they can easily fall victim to hostile attacks. How easy it is... read more
Basics How much data does Artificial Intelligence need? 19. May 2021 Methods from the fields of Artificial Intelligence and Machine Learning are generally believed to require a lot of... read more
