Institute of Cognitive Science

Research Group Computer Vision


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Dr. Ulf Krumnack

Institute of Cognitive Science
Wachsbleiche 27
49090 Osnabrück

Raum: 50/222
Tel.: +49 541 969 3376
Fax: +49 541 969 7182
E-Mail

Research interests

  • Deep Learning
  • Analogies
  • Universal Logic

Publications

2017

[1] J. Schöning, T. Behrens, P. Faion, P. Kheiri, G. Heidemann & U. Krumnack.
Structure from Motion by Artificial Neural Networks.
In Scandinavian Conference on Image Analysis (SCIA), pages: 146-158, ISBN: 978-3-319-59126-1, 2017. Springer International Publishing.
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[2] J. Schöning, P. Faion, G. Heidemann & U. Krumnack.
Providing Video Annotations in Multimedia Containers for Visualization and Research.
In IEEE Winter Conference on Applications of Computer Vision (WACV) 2017. IEEE.
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2016

[1] J. Schöning, P. Faion, G. Heidemann & U. Krumnack.
Eye Tracking Data in Multimedia Containers for Instantaneous Visualizations.
In IEEE VIS Workshop on Eye Tracking and Visualization (ETVIS), pages: 74-78, 2016. IEEE.
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2014

[1] U. Krumnack, T. Mossakowski & T. Maibaum.
What is a derived signature morphism?.
In WADT 2014: 22nd International Workshop on Algebraic Development Techniques, pages: 50-51, 2014.
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[2] M. Martinez, U. Krumnack, T.R. Besold, A. Smaill, M. Schmidt, A.M.H. Abdel-Fattah, H. Gust, K.U. Kühnberger, A. Pease & M. Guhe.
Algorithmic Aspects of Theory Blending.
In Artificial Intelligence and Symbolic Computation, 8884 : 180-192, ISBN: 978-3-319-13769-8, 2014. Springer.
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[3] M. Schmidt, U. Krumnack, H. Gust & K.U. Kühnberger.
Heuristic-Driven Theory Projection: An Overview.
In Computational Approaches to Analogical Reasoning: Current Trends, 548 : 163-194, ISBN: 978-3-642-54515-3, 2014. Springer.
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2013

[1] A.M. Abdel-Fattah, U. Krumnack & K.U. Kühnberger.
The Importance of Two Cognitive Mechanisms in Analyzing Counterfactuals: An Implementation-Oriented Explication.
In Second Annual Conference on Advances in Cognitive Systems, pages: 1-18, 2013.
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[2] A.M. Abdel-Fattah, U. Krumnack & K.U. Kühnberger.
Utilizing Cognitive Mechanisms in the Analysis of Counterfactual Conditionals by AGI Systems.
In Artificial General Intelligence, 7999 : 1-10, ISBN: 978-3-642-39520-8, 2013. Springer.
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[3] A.M.H. Abdel-Fattah & U. Krumnack.
Creating Analogy-Based Interpretations of Blended Noun Concepts.
In AAAI Spring Symposium: Creativity and (Early) Cognitive Development: Papers from the 2013 AAAI Spring Symposium , pages: 2-7, ISBN: 978-1-57735-599-1, 2013. The AAAI Press.
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[4] U. Krumnack, A.M.H. Abdel-Fattah & K.U. Kühnberger.
Formal Magic for Analogies.
In Proceedings of the Workshop Formalizing Mechanisms for Artificial General Intelligence and Cognition (Formal MAGiC), 1-2013 : 44-51, 2013.
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[5] U. Krumnack, A. Schwering, K.U. Kühnberger & T.R. Besold.
Analogies and Analogical Reasoning in Invention.
In Encyclopedia of Creativity, Invention, Innovation, and Entrepreneurship, pages: 56-62, ISBN: 978-1-4614-3857-1, 2013. Springer.
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[6] S. Schneider, U. Krumnack & K.U. Kühnberger.
Dynamic Assembly of Figures in Visuospatial Reasoning.
In Proceedings of the Second Interdisciplinary Workshop on The Shape of Things (Shapes 2.0), 1007 : 137-141, 2013.
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2012

[1] A. Abdel-Fattah, T.R. Besold, H. Gust, U. Krumnack, M. Schmidt, K.U. Kühnberger & P. Wang.
Rationality-Guided AGI as Cognitive Systems.
In Proc. of the the 34th annual meeting of the Cognitive Science Society, pages: 1242-1247, ISBN: 978-0-9768318-8-4, 2012. Cognitive Science Society.
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[2] K.U.K. Ahmed Abdel-Fattah, H. Gust, U. Krumnack, T.R. Besold & M. Schmidt.
Towards a Computational Cognitive Model of Concept Blending.
In Proceedings of KogWis 2012, 13 : 60, ISBN: 978-3-86309-100-2, 2012. University of Bamberg Press.
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[3] T.R. Besold, M. Aher, U. Krumnack & M. Schmidt.
Book Review: formal languages in logic, a philosophical and cognitive analysis.
The Philosophical Quaterly, 63(251) : 377-379, 2012.
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[4] T.R. Besold, K.U. Kühnberger, U. Krumnack, H. Gust, M. Schmidt & A. Abdel-Fattah.
An Ecological Rationality Multiverse.
In Proceedings of KogWis 2012, 13 : 68-69, ISBN: 978-3-86309-100-2, 2012. University of Bamberg Press.
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[5] T.R. Besold, M. Schmidt, H. Gust, U. Krumnack, A. Abdel-Fattah & K.U. Küuhnberger.
Rationality Through Analogy: On HDTP And Human-Style Rationality.
In Working Papers of the 1st International Workshop on Similarity and Analogy-based Methods in AI (SAMAI 2012)pages: 9-12, 2012.
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[6] T.R. Besold, M. Schmidt, H. Gust, U. Krumnack, A. Abdel-Fattah & K.U. Kühnberger.
Rationality Through Analogy -- Towards a Positive Theory and Implementation of Human-Style Rationality.
In Preprints MathMod 2012 Vienna, pages: 122, 2012.(Presented at the minisymposium ``Cognitive Technical Systems'')
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[7] M. Martinez, T.R. Besold, A. Abdel-Fattah, H. Gust, M. Schmidt, U. Krumnack & a.K.U. Kühnberger.
Theory Blending as a Framework for Creativity in Systems for General Intelligence.
In Theoretical Foundations of Artificial General Intelligence, 4 : 219-239, ISBN: 978-94-91216-61-9, 2012. Atlantis Press.
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2011

[1] T.R. Besold, H. Gust, U. Krumnack, A. Abdel-Fattah, M. Schmidt & K.U. Kühnberger.
An Argument for an Analogical Perspective on Rationality \& Decision-Making.
In Proceedings of the Workshop on Reasoning About Other Minds: Logical and Cognitive Perspectives (RAOM-2011), 751 : 20-31, 2011. CEUR-WS.org.
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[2] T.R. Besold, H. Gust, U. Krumnack, A. Abdel-Fattah, M. Schmidt & K.U. Kühnberger.
Précis of An Argument for an Analogical Perspective on Rationality \& Decision-Making.
In 1. Interdisziplinärer Workshop Kognitive Systeme: Mensch, Teams, Systeme und Automaten 2011.
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[3] M. Guhe, A. Pease, A. Smaill, M. Martinez, M. Schmidt, H. Gust, K.U. Kühnberger & U. Krumnack.
A Computational Account of Conceptual Blending in Basic Mathematics.
Cognitive Systems Research, 12(3--4) : 249-265, 2011.
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[4] H. Gust, U. Krumnack, M. Martinez, M. Schmidt, A. Abdel-Fattah & K.U. Kühnberger.
Rationality and General Intelligence.
In Artificial General Intelligence: 4th International Conference (AGI 2011), 6830/2011 : 174-183, 2011. Springer.
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[5] M. Martinez, T.R. Besold, A. Abdel-Fattah, K.U. Kühnberger, H. Gust, M. Schmidt & U. Krumnack.
Towards a domain-independent computational framework for theory blending.
In AAAI Fall 2011 Symposium on Advances in Cognitive Systems, pages: 210-217, 2011. AAAI Press.
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[6] M. Schmidt, U. Krumnack, K.U. Kühnberger & H. Gust.
Refinements of Restricted Higher-Order Anti-Unification for Heuristic-Driven Theory Projection.
In KI 2011: Advances in Artificial Intelligence 34th Annual German Conference on AI, Berlin, Germany, October 4-7, 2011. Proceedings, 7006/2011 : 289-300, ISBN: 978-3-642-24454-4, 2011. Springer.
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2010

[1] M. Guhe, A. Pease, A. Smaill, M. Martinez, M. Schmidt, H. Gust, K.U. Kühnberger & U. Krumnack.
Conceptual blending of fractions and rational numbers in mathematical discovery.
In Proceedings of KogWis 2010, 2 : 109-110, ISBN: 978-3-86956-087-8, 2010. Universitätsverlag Potsdam.
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[2] M. Guhe, A. Pease, A. Smaill, M. Schmidt, H. Gust, K.U. Kühnberger & U. Krumnack.
Mathematical Reasoning with Higher-Order Anti-Unification.
In Annual Meeting of the Cognitive Science Society (CogSci 2010), pages: 1192-1197, 2010.
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[3] U. Krumnack, H. Gust, A. Schwering & K.U. Kühnberger.
Remarks on the Meaning of Analogical Relations.
In Third Conference on Artificial General Intelligence (AGI'10), pages: 67-72, ISBN: 978-90-78677-36-9, 2010. Atlantis Press.
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2009

[1] H. Gust, U. Krumnack, A. Schwering & K.U. Kühnberger.
The Role of Logic in AGI Systems: Towards a Lingua Franca for General Intelligence.
In Artificial General Intelligence. Second Conference on Artificial General Intelligence (AGI 2009), pages: 43-48, ISBN: 978-9078677246, 2009. Atlantis Press.
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[2] A. Schwering, C. Bauer, I. Dorceva, H. Gust, U. Krumnack & K.U. Kühnberger.
The Impact of Gestalt Principles on Solving Geometric Proportional Analogies.
In New Frontiers in Analogy Research. Proceedings of the Second International Conference on Analogy, pages: 404-413, 2009. New Bulgarian University Press.
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[3] A. Schwering, H. Gust, K.U. Kühnberger & U. Krumnack.
Solving Geometric Analogies with the Analogy Model HDTP.
In Proceedings of the 31st Annual Meeting of the Cognitive Science Society, pages: 1780-1785, 2009. Cognitive Science Society.
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[4] A. Schwering, K.U. Kühnberger, U. Krumnack & H. Gust.
Spatial Cognition of Geometric Figures in the Context of Proportional Analogies.
In Spatial Information Theory, 5756 : 18-35, ISBN: 978-3-642-03831-0, 2009. Springer.
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[5] A. Schwering, K.U. Kühnberger, U. Krumnack & H. Gust.
Spatial Cognition of Geometric Figures in the Context of Proportional Analogies.
In Conference on Spatial Information Theory (COSIT'09), 5756 : 18-35, ISBN: http://id.crossref.org/isbn/978-3-642-03832-7, 2009. Springer.
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[6] A. Schwering, K.U. Kühnberger, U. Krumnack, H. Gust, T. Wandmacher, B. Indurkhya & jha.
A Computational Model for Visual Metaphors: Interpreting Creative Visual Advertismens.
In Proceedings of International Conference on Agents and Artificial Intelligence (ICAART 2009), pages: 339-344, ISBN: 978-989-8111-66-1, 2009. INSTICC Press.
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[7] A. Schwering, U. Krumnack, H. Gust & K.U. Kühnberger.
Learning and Recognition of Sketches for Complex Computational Cognition -- Position Paper.
In Proceedings of the KI 2009 Workshop ''Complex Cognition'', 82 : 13-24, 2009.
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[8] A. Schwering, U. Krumnack, K.U. Kühnberger & H. Gust.
Syntactic Principles of Heuristic-Driven Theory Projection.
Special Issue on Analogies - Integrating Cognitive Abilities. In: Journal of Cognitive Systems Research, 10(3) : 251-269, 2009.
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[9] R. Stollinski, A. Schwering, K.U. Kühnberger & U. Krumnack.
Structural Alignment of Visual Stimuli Influences Human Object Categorization.
In New Frontiers in Analogy Research. Proceedings of the Second International Conference on Analogy, pages: 433-442, 2009. New Bulgarian University Press.
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2008

[1] H. Gust, K.U. Kühnberger, U. Krumnack & A. Schwering.
Analogical Reasoning: A core of Cognition.
Zeitschrift für Künstliche Intelligenz (KI), 1/08 : 8-12, 2008.(Themenheft KI und Kognition)
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[2] K.U. Kühnberger, P. Geibel, H. Gust, U. Krumnack, E. Ovchinnikova, A. Schwering & T. Wandmacher.
Learning from Inconsistencies in an Integrated Cognitive Architecture.
In Proceedings of the 1st Conference on Artificial General Intelligence (AGI08), pages: 212-223, ISBN: 978-1-58603-833-5, 2008. IOS Press.
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[3] U. Krumnack, H. Gust, K.U. Kühnberger & A. Schwering.
The Re-Representation Problem in a Logic-Based Framework for Analogy Making.
In Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence (AAAI-2008), pages: 1462-1463, 2008. AAAI Press.
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[4] U. Krumnack, H. Gust, K.U. Kühnberger & A. Schwering.
Re-representation in a Logic-Based Model for Analogy Making.
In AI 2008: Advances in Artificial Intelligence, 21st Australasian Artificial Intelligence Conference, 5360 : 42-48, ISBN: 978-3-540-89377-6, 2008. Springer.
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[5] A. Schwering, U. Krumnack, K.U. Kühnberger & H. Gust.
Analogy as Integrating Framework for Human-Level Reasoning.
In Proceedings of the 1st Conference on Artificial General Intelligence (AGI08), pages: 419-423, ISBN: 978-1-58603-833-5, 2008. IOS Press.
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2007

[1] H. Gust, U. Krumnack, K.U. Kühnberger & A. Schwering.
An approach to the semantics of analogical relations.
In Proceedings of the 2nd European Cognitive Science Conference (EuroCogSci07), pages: 640-645, 2007. Psychology Press.
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[2] H. Gust, U. Krumnack, K.U. Kühnberger & A. Schwering.
Integrating analogical and inductive learning at different levels of generalization.
In Workshop on Learning from Non- Vectorial Data (LNVD2007) at the 30th Annual German Conference on Artificial Intelligence (KI07), 6-2007 : 46-57, 2007.
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[3] K.U. Kühnberger, T. Wandmacher, A. Schwering, E. Ovchinnikova, U. Krumnack, H. Gust & P. Geibel.
Modeling Human-Level Intelligence by Integrated Cognition in a Hybrid Architecture.
In Workshop on Foundations of Artificial Intelligence (FAInt 07) at the 30th Annual German Conference on Artificial Intelligence (KI07), 277 : 1-15, 2007.
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[4] K.U. Kühnberger, T. Wandmacher, A. Schwering, E. Ovchinnikova, U. Krumnack, H. Gust & P. Geibel.
I-Cog: A Computational Framework for Integrated Cognition of Higher Cognitive Abilities.
In MICAI 2007: Advances in Artificial Intelligence, 4827 : 203-214, 2007. Springer.
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[5] U. Krumnack, A. Schwering, H. Gust & K.U. Kühnberger.
Restricted higher-order anti-unification for analogy making.
In AI 2007: Advances in Artificial Intelligence, 4830 : 273-282, 2007. Springer.
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[6] U. Krumnack, A. Schwering, H. Gust & K.U. Kühnberger.
Structure-Sensitive Learning of Text Types.
In AI 2007: Advances in Artificial Intelligence, 4830 : 642-646, 2007. Springer.
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[7] A. Schwering, U. Krumnack, H. Gust & K.U. Kühnberger.
Abstraction in Analogy.
In 8. Fachtagung der Gesellschaft für Kognitionswissenschaft (KogWis2007), pages: 94-95, 2007. Shaker.
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[8] A. Schwering, U. Krumnack, K.U. Kühnberger & H. Gust.
Using Gestalt Principles to Compute Analogies of Geometric Figures.
In Proceedings of the 29th Annual Conference of the Cognitive Science Society, pages: 1485-1490, 2007. Cognitive Science Society.
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[9] A. Schwering, U. Krumnack, K.U. Kühnberger & H. Gust.
Analogical Reasoning with SMT and HDTP.
In Proceedings of the 2nd European Cognitive Science Conference (EuroCogSci07), pages: 652-657, 2007. Psychology Press.
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Teaching

Winter Term 2014/15