no code implementations • 21 Jun 2023 • Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
They all have similar performance and they outperform transformers that are trained from scratch by a large margin.
1 code implementation • 21 Jun 2023 • Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
Investigating deep learning language models has always been a significant research area due to the ``black box" nature of most advanced models.
1 code implementation • 16 Nov 2021 • Lucas Bechberger, Kai-Uwe Kühnberger
Shape information is crucial for human perception and cognition, and should therefore also play a role in cognitive AI systems.
1 code implementation • 3 Feb 2021 • Viviane Clay, Peter König, Gordon Pipa, Kai-Uwe Kühnberger
Following this, the representations learned through interaction with the world can be used to associate semantic concepts such as different types of doors.
no code implementations • 25 Sep 2019 • Viviane Clay, Peter König, Kai-Uwe Kühnberger, Gordon Pipa
How do humans acquire a meaningful understanding of the world with little to no supervision or semantic labels provided by the environment?
1 code implementation • 25 Aug 2019 • Lucas Bechberger, Kai-Uwe Kühnberger
The cognitive framework of conceptual spaces proposes to represent concepts as regions in psychological similarity spaces.
1 code implementation • 6 Apr 2018 • Lucas Bechberger, Kai-Uwe Kühnberger
The highly influential framework of conceptual spaces provides a geometric way of representing knowledge.
1 code implementation • 11 Jan 2018 • Lucas Bechberger, Kai-Uwe Kühnberger
The highly influential framework of conceptual spaces provides a geometric way of representing knowledge.
1 code implementation • 14 Jul 2017 • Lucas Bechberger, Kai-Uwe Kühnberger
The highly influential framework of conceptual spaces provides a geometric way of representing knowledge.
no code implementations • 7 Jul 2017 • Lucas Bechberger, Kai-Uwe Kühnberger
The highly influential framework of conceptual spaces provides a geometric way of representing knowledge.
no code implementations • 20 Jun 2017 • Lucas Bechberger, Kai-Uwe Kühnberger
The highly influential framework of conceptual spaces provides a geometric way of representing knowledge.
no code implementations • 15 Jun 2017 • Lucas Bechberger, Kai-Uwe Kühnberger
The highly influential framework of conceptual spaces provides a geometric way of representing knowledge.