no code implementations • 20 Jun 2023 • Maximilian Poretschkin, Anna Schmitz, Maram Akila, Linara Adilova, Daniel Becker, Armin B. Cremers, Dirk Hecker, Sebastian Houben, Michael Mock, Julia Rosenzweig, Joachim Sicking, Elena Schulz, Angelika Voss, Stefan Wrobel
Artificial Intelligence (AI) has made impressive progress in recent years and represents a key technology that has a crucial impact on the economy and society.
no code implementations • 14 Jul 2020 • Tiansi Dong, Chengjiang Li, Christian Bauckhage, Juanzi Li, Stefan Wrobel, Armin B. Cremers
In contrast to traditional neural network, ENN can precisely represent all 24 different structures of Syllogism.
2 code implementations • ICLR 2019 • Tiansi Dong, Olaf Cremers, Hailong Jin, Juanzi Li, Chrisitan Bauckhage, Armin B. Cremers, Daniel Speicher, Joerg Zimmermann
Experiment results also show that $n$-ball embeddings demonstrate surprisingly good performance in validating the category of unknown word.
no code implementations • 25 Jan 2015 • Shanshan Zhang, Christian Bauckhage, Dominik A. Klein, Armin B. Cremers
Motivated by the center-surround mechanism in the human visual attention system, we propose to use average contrast maps for the challenge of pedestrian detection in street scenes due to the observation that pedestrians indeed exhibit discriminative contrast texture.
no code implementations • CVPR 2014 • Shanshan Zhang, Christian Bauckhage, Armin B. Cremers
Our main contribution is to systematically design a pool of rectangular templates that are tailored to this shape model.