1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2020
Knowledge as Invariance -- History and Perspectives of Knowledge-augmented Machine Learning
Alexander Sagel, Amit Sahu, Stefan Matthes +5
Research in machine learning is at a turning point. While supervised deep learning has conquered the field at a breathtaking pace and demonstrated the ability to solve inference pr…
cs.HC2019
Interactive Image Restoration
Zhiwei Han, Thomas Weber, Stefan Matthes +2
Machine learning and many of its applications are considered hard to approach due to their complexity and lack of transparency. One mission of human-centric machine learning is to…
cs.CV2019★ 1 cited
A Generative Map for Image-based Camera Localization
Mingpan Guo, Stefan Matthes, Jiaojiao Ye +1
In image-based camera localization systems, information about the environment is usually stored in some representation, which can be referred to as a map. Conventionally, most maps…