This seminar is concerned with selected methods and systems of semantic deep learning. Research on semantic deep learning mainly focuses on the task-oriented combination of deep learning with symbolic knowledge representation and reasoning in general, and semantic web technologies in particular. In addition, the rationalization and semantic explanation of deep learning models and results to the human user is of interest (explainable AI).
In this seminar, we will take a closer look at advanced methods, systems and tools for semantic deep learning, and discuss their strengths and weaknesses.
The seminar type is classic in the sense that registered participants will present the assigned topics, and discuss the strength and weaknesses of presented approaches. In addition, there will be two dedicated opponents for each presentation of an assigned topic. Successful participation in the seminar will be graded.
The seminar will be held together with the DFKI.
Please refer to their webpage for further information.