Search Results for author: Armin B. Cremers

Found 5 papers, 1 papers with code

Guideline for Trustworthy Artificial Intelligence -- AI Assessment Catalog

no code implementations20 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.

Learning Syllogism with Euler Neural-Networks

no code implementations14 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.

Logical Reasoning

Encoding Category Trees Into Word-Embeddings Using Geometric Approach

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.

Word Embeddings

Exploring Human Vision Driven Features for Pedestrian Detection

no code implementations25 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.

Pedestrian Detection

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