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Kai-Uwe Kühnberger
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- affiliation: University of Osnabrück, Germany
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2020 – today
- 2024
- [j19]Viviane Clay, Gordon Pipa, Kai-Uwe Kühnberger, Peter König:
Development of Few-Shot Learning Capabilities in Artificial Neural Networks When Learning Through Self-Supervised Interaction. IEEE Trans. Pattern Anal. Mach. Intell. 46(1): 209-219 (2024) - [c54]Marco Schorlemmer, Mohamad Ballout, Kai-Uwe Kühnberger:
Generating Qualitative Descriptions of Diagrams with a Transformer-Based Language Model. Diagrams 2024: 61-75 - [c53]Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger:
Efficient Knowledge Distillation: Empowering Small Language Models with Teacher Model Insights. NLDB (1) 2024: 32-46 - [c52]Tom Pieper, Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger:
Enhancing Small Language Models via ChatGPT and Dataset Augmentation. NLDB (2) 2024: 269-279 - [i17]Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger:
Show Me How It's Done: The Role of Explanations in Fine-Tuning Language Models. CoRR abs/2402.07543 (2024) - [i16]Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger:
Efficient Knowledge Distillation: Empowering Small Language Models with Teacher Model Insights. CoRR abs/2409.12586 (2024) - [i15]Tom Pieper, Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger:
Enhancing SLM via ChatGPT and Dataset Augmentation. CoRR abs/2409.12599 (2024) - 2023
- [c51]Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger:
Show Me How It's Done: The Role of Explanations in Fine-Tuning Language Models. ACML 2023: 90-105 - [c50]Jonas Schmidt, Kai-Uwe Kühnberger, Dennis Pape, Tobias Pobandt:
Detecting Loose Wheel Bolts of a Vehicle Using Accelerometers in the Chassis. IbPRIA 2023: 665-679 - [c49]Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger:
Investigating Pre-trained Language Models on Cross-Domain Datasets, a Step Closer to General AI. INNS DLIA@IJCNN 2023: 94-103 - [c48]Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger:
Opening the Black Box: Analyzing Attention Weights and Hidden States in Pre-trained Language Models for Non-language Tasks. xAI (3) 2023: 3-25 - [i14]Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger:
Opening the Black Box: Analyzing Attention Weights and Hidden States in Pre-trained Language Models for Non-language Tasks. CoRR abs/2306.12198 (2023) - [i13]Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger:
Investigating Pre-trained Language Models on Cross-Domain Datasets, a Step Closer to General AI. CoRR abs/2306.12205 (2023) - 2022
- [c47]Felix Weber, Ahmed M. H. Abdel-Fattah, Kai-Uwe Kühnberger:
Searching for Types of Goals in a Conceptual Space of Goal Characteristics (short paper). JOWO 2022 - 2021
- [j18]Lucas Bechberger, Kai-Uwe Kühnberger:
Formal ways for measuring relations between concepts in conceptual spaces†. Expert Syst. J. Knowl. Eng. 38(7) (2021) - [j17]Viviane Clay, Peter König, Kai-Uwe Kühnberger, Gordon Pipa:
Learning sparse and meaningful representations through embodiment. Neural Networks 134: 23-41 (2021) - [c46]Lucas Bechberger, Kai-Uwe Kühnberger:
Grounding Psychological Shape Space in Convolutional Neural Networks. SEFM Workshops 2021: 86-106 - [p6]Tarek R. Besold, Artur S. d'Avila Garcez, Sebastian Bader, Howard Bowman, Pedro M. Domingos, Pascal Hitzler, Kai-Uwe Kühnberger, Luís C. Lamb, Priscila Machado Vieira Lima, Leo de Penning, Gadi Pinkas, Hoifung Poon, Gerson Zaverucha:
Neural-Symbolic Learning and Reasoning: A Survey and Interpretation. Neuro-Symbolic Artificial Intelligence 2021: 1-51 - [i12]Viviane Clay, Peter König, Gordon Pipa, Kai-Uwe Kühnberger:
Fast Concept Mapping: The Emergence of Human Abilities in Artificial Neural Networks when Learning Embodied and Self-Supervised. CoRR abs/2102.02153 (2021) - [i11]Lucas Bechberger, Kai-Uwe Kühnberger:
Grounding Psychological Shape Space in Convolutional Neural Networks. CoRR abs/2111.08409 (2021)
2010 – 2019
- 2019
- [c45]Renato Garita Figueiredo, Kai-Uwe Kühnberger, Gordon Pipa, Tobias Thelen:
Combining Deep Learning and (Structural) Feature-Based Classification Methods for Copyright-Protected PDF Documents. ICANN (4) 2019: 69-75 - [i10]Lucas Bechberger, Kai-Uwe Kühnberger:
Generalizing Psychological Similarity Spaces to Unseen Stimuli. CoRR abs/1908.09260 (2019) - 2018
- [j16]Manfred Eppe, Ewen Maclean, Roberto Confalonieri, Oliver Kutz, Marco Schorlemmer, Enric Plaza, Kai-Uwe Kühnberger:
A computational framework for conceptual blending. Artif. Intell. 256: 105-129 (2018) - [c44]Leonid Berov, Kai-Uwe Kühnberger:
An Evaluation of Perceived Personality in Fictional Characters Generated by Affective Simulation. ICCC 2018: 24-31 - [i9]Lucas Bechberger, Kai-Uwe Kühnberger:
Formalized Conceptual Spaces with a Geometric Representation of Correlations. CoRR abs/1801.03929 (2018) - [i8]Lucas Bechberger, Kai-Uwe Kühnberger:
Formal Ways for Measuring Relations between Concepts in Conceptual Spaces. CoRR abs/1804.02393 (2018) - 2017
- [j15]Maricarmen Martínez, Ahmed M. H. Abdel-Fattah, Ulf Krumnack, Danny Gómez-Ramírez, Alan Smaill, Tarek Richard Besold, Alison Pease, Martin Schmidt, Markus Guhe, Kai-Uwe Kühnberger:
Theory blending: extended algorithmic aspects and examples. Ann. Math. Artif. Intell. 80(1): 65-89 (2017) - [j14]Tarek R. Besold, Kai-Uwe Kühnberger, Enric Plaza:
Towards a computational- and algorithmic-level account of concept blending using analogies and amalgams. Connect. Sci. 29(4): 387-413 (2017) - [c43]Lucas Bechberger, Kai-Uwe Kühnberger:
A Comprehensive Implementation of Conceptual Spaces. AIC 2017: 41-54 - [c42]Lucas Bechberger, Kai-Uwe Kühnberger:
A Thorough Formalization of Conceptual Spaces. KI 2017: 58-71 - [c41]Lucas Bechberger, Kai-Uwe Kühnberger:
Towards Grounding Conceptual Spaces in Neural Representations. NeSy 2017 - [c40]Lucas Bechberger, Kai-Uwe Kühnberger:
Measuring Relations Between Concepts in Conceptual Spaces. SGAI Conf. 2017: 87-100 - [i7]Lucas Bechberger, Kai-Uwe Kühnberger:
Towards Grounding Conceptual Spaces in Neural Representations. CoRR abs/1706.04825 (2017) - [i6]Lucas Bechberger, Kai-Uwe Kühnberger:
A Thorough Formalization of Conceptual Spaces. CoRR abs/1706.06366 (2017) - [i5]Lucas Bechberger, Kai-Uwe Kühnberger:
Measuring Relations Between Concepts In Conceptual Spaces. CoRR abs/1707.02292 (2017) - [i4]Lucas Bechberger, Kai-Uwe Kühnberger:
A General-Purpose Implementation of Conceptual Spaces. CoRR abs/1707.05165 (2017) - [i3]Tarek R. Besold, Artur S. d'Avila Garcez, Sebastian Bader, Howard Bowman, Pedro M. Domingos, Pascal Hitzler, Kai-Uwe Kühnberger, Luís C. Lamb, Daniel Lowd, Priscila Machado Vieira Lima, Leo de Penning, Gadi Pinkas, Hoifung Poon, Gerson Zaverucha:
Neural-Symbolic Learning and Reasoning: A Survey and Interpretation. CoRR abs/1711.03902 (2017) - 2016
- [c39]Nico Potyka, Danny Gómez-Ramírez, Kai-Uwe Kühnberger:
Towards a Computational Framework for Function-Driven Concept Invention. AGI 2016: 212-222 - [c38]Ahmed M. H. Abdel-Fattah, Wael Zakaria, Nashwa Abdelghaffar, Nohayr Abdelmoneim, Stefan Schneider, Kai-Uwe Kühnberger:
A Preliminary Assessment of the Role of Conceptual Salience in Automatic Sketching. AIC 2016: 81-92 - [c37]Leonid Berov, Kai-Uwe Kühnberger:
Visual Hallucination For Computational Creation. ICCC 2016: 107-114 - 2015
- [j13]Tarek Richard Besold, Kai-Uwe Kühnberger, Tony Veale:
Editorial: Computational Creativity, Concept Invention, and General Intelligence. J. Artif. Gen. Intell. 6(1): 1-4 (2015) - [c36]Artur S. d'Avila Garcez, Tarek R. Besold, Luc De Raedt, Peter Földiák, Pascal Hitzler, Thomas Icard, Kai-Uwe Kühnberger, Luís C. Lamb, Risto Miikkulainen, Daniel L. Silver:
Neural-Symbolic Learning and Reasoning: Contributions and Challenges. AAAI Spring Symposia 2015 - [c35]Tarek Richard Besold, Kai-Uwe Kühnberger, Artur S. d'Avila Garcez, Alessandro Saffiotti, Martin H. Fischer, Alan Bundy:
Anchoring Knowledge in Interaction: Towards a Harmonic Subsymbolic/Symbolic Framework and Architecture of Computational Cognition. AGI 2015: 35-45 - [c34]Manfred Eppe, Roberto Confalonieri, Ewen Maclean, Maximos A. Kaliakatsos-Papakostas, Emilios Cambouropoulos, W. Marco Schorlemmer, Mihai Codescu, Kai-Uwe Kühnberger:
Computational Invention of Cadences and Chord Progressions by Conceptual Chord-Blending. IJCAI 2015: 2445-2451 - 2014
- [c33]Maricarmen Martínez, Ulf Krumnack, Alan Smaill, Tarek Richard Besold, Ahmed M. H. Abdel-Fattah, Martin Schmidt, Helmar Gust, Kai-Uwe Kühnberger, Markus Guhe, Alison Pease:
Algorithmic Aspects of Theory Blending. AISC 2014: 180-192 - [c32]Marco Schorlemmer, Alan Smaill, Kai-Uwe Kühnberger, Oliver Kutz, Simon Colton, Emilios Cambouropoulos, Alison Pease:
COINVENT: Towards a Computational Concept Invention Theory. ICCC 2014: 288-296 - [c31]Tarek Richard Besold, Kai-Uwe Kühnberger:
Applying AI for Modeling and Understanding Analogy-Based Classroom Teaching Tools and Techniques. KI 2014: 55-61 - [p5]Martin Schmidt, Ulf Krumnack, Helmar Gust, Kai-Uwe Kühnberger:
Heuristic-Driven Theory Projection: An Overview. Computational Approaches to Analogical Reasoning 2014: 163-194 - 2013
- [j12]Kai-Uwe Kühnberger, Sebastian Rudolph, Pei Wang:
Report on the Sixth Conference on Artificial General Intelligence. AI Mag. 34(4): 9-125 (2013) - [c30]Ahmed M. H. Abdel-Fattah, Ulf Krumnack, Kai-Uwe Kühnberger:
Utilizing Cognitive Mechanisms in the Analysis of Counterfactual Conditionals by AGI Systems. AGI 2013: 1-10 - [c29]Ulf Krumnack, Angela Schwering, Kai-Uwe Kühnberger, Helmar Gust, Ahmed M. H. Abdel-Fattah, Tarek R. Besold, Martin Schmidt, Stefan Schneider:
Sketch Learning by Analogy. SHAPES 2013: 49-58 - [c28]Stefan Schneider, Ulf Krumnack, Kai-Uwe Kühnberger:
Dynamic Assembly of Figures in Visuospatial Reasoning. SHAPES 2013: 137-141 - [e2]Kai-Uwe Kühnberger, Sebastian Rudolph, Pei Wang:
Artificial General Intelligence - 6th International Conference, AGI 2013, Beijing, China, July 31 - August 3, 2013 Proceedings. Lecture Notes in Computer Science 7999, Springer 2013, ISBN 978-3-642-39520-8 [contents] - 2012
- [c27]Ahmed M. H. Abdel-Fattah, Tarek R. Besold, Kai-Uwe Kühnberger:
Creativity, Cognitive Mechanisms, and Logic. AGI 2012: 1-10 - [c26]Ahmed M. H. Abdel-Fattah, Tarek Richard Besold, Helmar Gust, Ulf Krumnack, Martin Schmidt, Kai-Uwe Kühnberger, Pei Wang:
Rationality-Guided AGI as Cognitive Systems. CogSci 2012 - [c25]Tarek Richard Besold, Kai-Uwe Kühnberger:
E Pluribus Multa In Unum: The Rationality Multiverse. CogSci 2012 - [p4]Alexander Mehler, Kai-Uwe Kühnberger, Henning Lobin, Harald Lüngen, Angelika Storrer, Andreas Witt:
Introduction: Modeling, Learning and Processing of Text-Technological Data Structures. Modeling, Learning, and Processing of Text Technological Data Structures 2012: 1-11 - [p3]Tonio Wandmacher, Ekaterina Ovchinnikova, Uwe Mönnich, Jens Michaelis, Kai-Uwe Kühnberger:
Adaptation of Ontological Knowledge from Structured Textual Data. Modeling, Learning, and Processing of Text Technological Data Structures 2012: 129-153 - [p2]Peter Geibel, Alexander Mehler, Kai-Uwe Kühnberger:
Learning Methods for Graph Models of Document Structure. Modeling, Learning, and Processing of Text Technological Data Structures 2012: 267-298 - [e1]Alexander Mehler, Kai-Uwe Kühnberger, Henning Lobin, Harald Lüngen, Angelika Storrer, Andreas Witt:
Modeling, Learning, and Processing of Text Technological Data Structures. Studies in Computational Intelligence 370, Springer 2012, ISBN 978-3-642-22612-0 [contents] - [i2]Dedre Gentner, Frank van Harmelen, Pascal Hitzler, Krzysztof Janowicz, Kai-Uwe Kühnberger:
Cognitive Approaches for the Semantic Web (Dagstuhl Seminar 12221). Dagstuhl Reports 2(5): 93-116 (2012) - 2011
- [j11]Markus Guhe, Alison Pease, Alan Smaill, Maricarmen Martínez, Martin Schmidt, Helmar Gust, Kai-Uwe Kühnberger, Ulf Krumnack:
A computational account of conceptual blending in basic mathematics. Cogn. Syst. Res. 12(3-4): 249-265 (2011) - [c24]Maricarmen Martínez, Tarek R. Besold, Ahmed Mohammed Hassan Abdel-Fattah, Kai-Uwe Kühnberger, Helmar Gust, Martin Schmidt, Ulf Krumnack:
Towards a Domain-Independent Computational Framework for Theory Blending. AAAI Fall Symposium: Advances in Cognitive Systems 2011 - [c23]Helmar Gust, Ulf Krumnack, Maricarmen Martínez, Ahmed M. H. Abdel-Fattah, Martin Schmidt, Kai-Uwe Kühnberger:
Rationality and General Intelligence. AGI 2011: 174-183 - [c22]Martin Schmidt, Helmar Gust, Kai-Uwe Kühnberger, Ulf Krumnack:
Refinements of Restricted Higher-Order Anti-Unification for Heuristic-Driven Theory Projection. KI 2011: 289-300 - 2010
- [c21]Konstantin Todorov, Peter Geibel, Kai-Uwe Kühnberger:
Extensional Ontology Matching with Variable Selection for Support Vector Machines. CISIS 2010: 962-967 - [c20]Konstantin Todorov, Peter Geibel, Kai-Uwe Kühnberger:
Mining Concept Similarities for Heterogeneous Ontologies. ICDM 2010: 86-100
2000 – 2009
- 2009
- [j10]Angela Schwering, Kai-Uwe Kühnberger, Boicho N. Kokinov:
Analogies - Integrating Cognitive Abilities. Cogn. Syst. Res. 10(3): 175-177 (2009) - [j9]Angela Schwering, Ulf Krumnack, Kai-Uwe Kühnberger, Helmar Gust:
Syntactic principles of heuristic-driven theory projection. Cogn. Syst. Res. 10(3): 251-269 (2009) - [j8]Kai-Uwe Kühnberger, Pascal Hitzler:
Facets of Artificial General Intelligence. Künstliche Intell. 23(2): 58-59 (2009) - [c19]Angela Schwering, Kai-Uwe Kühnberger, Ulf Krumnack, Helmar Gust:
Spatial Cognition of Geometric Figures in the Context of Proportional Analogies. COSIT 2009: 18-35 - [c18]Angela Schwering, Kai-Uwe Kühnberger, Ulf Krumnack, Helmar Gust, Tonio Wandmacher, Bipin Indurkhya, Amitash Ojha:
A Computational Model for Visual Metaphors. Interpreting Creative Visual Advertisements. ICAART 2009: 339-344 - 2008
- [j7]Helmar Gust, Ulf Krumnack, Kai-Uwe Kühnberger, Angela Schwering:
Analogical Reasoning: A Core of Cognition. Künstliche Intell. 22(1): 8-12 (2008) - [j6]Helmar Gust, Ulf Krumnack, Kai-Uwe Kühnberger, Angela Schwering:
Human-Level Intelligence. Künstliche Intell. 22(1): 39 (2008) - [c17]Ulf Krumnack, Helmar Gust, Kai-Uwe Kühnberger, Angela Schwering:
The Re-Representation Problem in a Logic-Based Framework for Analogy Making. AAAI 2008: 1462-1463 - [c16]Kai-Uwe Kühnberger, Peter Geibel, Helmar Gust, Ulf Krumnack, Ekaterina Ovchinnikova, Angela Schwering, Tonio Wandmacher:
Learning from Inconsistencies in an Integrated Cognitive Architecture. AGI 2008: 212-223 - [c15]Angela Schwering, Ulf Krumnack, Kai-Uwe Kühnberger, Helmar Gust:
Analogy as Integrating Framework for Human-Level Reasoning. AGI 2008: 419-423 - [c14]Ulf Krumnack, Helmar Gust, Kai-Uwe Kühnberger, Angela Schwering:
Re-representation in a Logic-Based Model for Analogy Making. Australasian Conference on Artificial Intelligence 2008: 42-48 - [c13]Kai-Uwe Kühnberger:
Modeling Reasoning Mechanisms by Neural-Symbolic Learning. NeSy 2008 - [i1]Kai-Uwe Kühnberger, Helmar Gust, Peter Geibel:
Perspectives of Neuro--Symbolic Integration -- Extended Abstract --. Recurrent Neural Networks 2008 - 2007
- [j5]Ekaterina Ovchinnikova, Tonio Wandmacher, Kai-Uwe Kühnberger:
Solving Terminological Inconsistency Problems in Ontology Design. Int. J. Interoperability Bus. Inf. Syst. 4: 65-80 (2007) - [j4]Kai-Uwe Kühnberger:
CogSci/ICCS 2006. Künstliche Intell. 21(4): 73 (2007) - [j3]Ekaterina Ovchinnikova, Kai-Uwe Kühnberger:
Automatic Ontology Extension: Resolving Inconsistencies. LDV Forum 22(2): 19-33 (2007) - [c12]Ulf Krumnack, Angela Schwering, Helmar Gust, Kai-Uwe Kühnberger:
Restricted Higher-Order Anti-Unification for Analogy Making. Australian Conference on Artificial Intelligence 2007: 273-282 - [c11]Peter Geibel, Ulf Krumnack, Olga Pustylnikov, Alexander Mehler, Helmar Gust, Kai-Uwe Kühnberger:
Structure-Sensitive Learning of Text Types. Australian Conference on Artificial Intelligence 2007: 642-646 - [c10]Helmar Gust, Kai-Uwe Kühnberger, Peter Geibel:
Learning and Memorizing Models of Logical Theories in a Hybrid Learning Device. ICONIP (2) 2007: 738-748 - [c9]Peter Geibel, Olga Pustylnikov, Alexander Mehler, Helmar Gust, Kai-Uwe Kühnberger:
Classification of Documents Based on the Structure of Their DOM Trees. ICONIP (2) 2007: 779-788 - [c8]Kai-Uwe Kühnberger, Tonio Wandmacher, Angela Schwering, Ekaterina Ovchinnikova, Ulf Krumnack, Helmar Gust, Peter Geibel:
Modeling Human-Level Intelligence by Integrated Cognition in a Hybrid Architecture. FAInt 2007 - [c7]Kai-Uwe Kühnberger, Tonio Wandmacher, Angela Schwering, Ekaterina Ovchinnikova, Ulf Krumnack, Helmar Gust, Peter Geibel:
I-Cog: A Computational Framework for Integrated Cognition of Higher Cognitive Abilities. MICAI 2007: 203-214 - [c6]Peter Geibel, Helmar Gust, Kai-Uwe Kühnberger:
Variants of Tree Kernels for XML Documents. MICAI 2007: 850-860 - [p1]Helmar Gust, Kai-Uwe Kühnberger, Peter Geibel:
Learning Models of Predicate Logical Theories with Neural Networks Based on Topos Theory. Perspectives of Neural-Symbolic Integration 2007: 233-264 - 2006
- [j2]Helmar Gust, Kai-Uwe Kühnberger, Ute Schmid:
Metaphors and heuristic-driven theory projection (HDTP). Theor. Comput. Sci. 354(1): 98-117 (2006) - [c5]Helmar Gust, Kai-Uwe Kühnberger:
The Relevance of Artificial Intelligence for Human Cognition. AAAI Spring Symposium: Between a Rock and a Hard Place: Cognitive Science Principles Meet AI-Hard Problems 2006: 64-69 - [c4]Ekaterina Ovchinnikova, Kai-Uwe Kühnberger:
Adaptive ALE-TBox for Extending Terminological Knowledge. Australian Conference on Artificial Intelligence 2006: 1111-1115 - 2005
- [j1]Kai-Uwe Kühnberger, Benedikt Löwe, Michael Möllerfeld, Philip D. Welch:
Comparing Inductive and Circular Definitions: Parameters, Complexity and Games. Stud Logica 81(1): 79-98 (2005) - [c3]Veit Reuer, Kai-Uwe Kühnberger:
Feature Constraint Logic and Error Detection in ICALL Systems. LACL 2005: 255-270 - 2004
- [c2]Helmar Gust, Kai-Uwe Kühnberger:
Cloning Composition and Logical Inferences in Neural Networks Using Variable-Free Logic. AAAI Technical Report (3) 2004: 25-30 - [c1]Helmar Gust, Kai-Uwe Kühnberger, Ute Schmid:
Ontological Aspects of Computing Analogies. ICCM 2004: 350-351
Coauthor Index
aka: Ahmed Mohammed Hassan Abdel-Fattah
aka: Tarek Richard Besold
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