Ulf Krumnack

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 23

Top Topics

Algorithmic Aspects

Eye Tracking Data

Top Venues

INNS DLIA@IJCNN

Ann. Math. Artif. Intell.

Publications

Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann
Understanding Self-Supervised Learning of Speech Representation via Invariance and Redundancy Reduction. Inf. 15 (2) (2024)
Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann
Learning Disentangled Audio Representations through Controlled Synthesis. Tiny Papers @ ICLR (2024)
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 (2024)
Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann
Learning Disentangled Audio Representations through Controlled Synthesis. CoRR (2024)
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)
Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann
Understanding Self-Supervised Learning of Speech Representation via Invariance and Redundancy Reduction. CoRR (2023)
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 (2023)
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)
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 (2023)
Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann
Learning Disentangled Speech Representations. CoRR (2023)
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)
Mats L. Richter, Julius Schöning, Ulf Krumnack
Should You Go Deeper? Optimizing Convolutional Neural Network Architectures without Training by Receptive Field Analysis. CoRR (2021)
Mats L. Richter, Wolf Byttner, Ulf Krumnack, Anna Wiedenroth, Ludwig Schallner, Justin Shenk
(Input) Size Matters for CNN Classifiers. ICANN (2) (2021)
Mats L. Richter, Julius Schöning, Anna Wiedenroth, Ulf Krumnack
Should You Go Deeper? Optimizing Convolutional Neural Network Architectures without Training. ICMLA (2021)
Mats L. Richter, Leila Malihi, Anne-Kathrin Patricia Windler, Ulf Krumnack
Exploring the Properties and Evolution of Neural Network Eigenspaces during Training. CoRR (2021)
Mats L. Richter, Wolf Byttner, Ulf Krumnack, Ludwig Schallner, Justin Shenk
Size Matters. CoRR (2021)
Elena Doering, Anna Pukropski, Ulf Krumnack, Axel Schaffland
Automatic Detection and Counting of Malaria Parasite-Infected Blood Cells. MICAD (2020)
Ahmed M. H. Abdel-Fattah, Ulf Krumnack
Semantics of Analogies from a Logical Perspective. Künstliche Intell. 33 (3) (2019)
Julius Schöning, Gunther Heidemann, Ulf Krumnack
Structure from Neuronal Networks (SfN²). J. Comput. 13 (8) (2018)
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) (2017)
Julius Schöning, Patrick Faion, Gunther Heidemann, Ulf Krumnack
Providing Video Annotations in Multimedia Containers for Visualization and Research. WACV (2017)
Julius Schöning, Thea Behrens, Patrick Faion, Peyman Kheiri, Gunther Heidemann, Ulf Krumnack
Structure from Motion by Artificial Neural Networks. SCIA (1) (2017)
Julius Schöning, Patrick Faion, Gunther Heidemann, Ulf Krumnack
Eye tracking data in multimedia containers for instantaneous visualizations. ETVIS (2016)
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)
Till Mossakowski, Ulf Krumnack, Tom Maibaum
What Is a Derived Signature Morphism? WADT (2014)
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)
Ahmed M. H. Abdel-Fattah, Ulf Krumnack, Kai-Uwe Kühnberger
Utilizing Cognitive Mechanisms in the Analysis of Counterfactual Conditionals by AGI Systems. AGI (2013)
Stefan Schneider, Ulf Krumnack, Kai-Uwe Kühnberger
Dynamic Assembly of Figures in Visuospatial Reasoning. SHAPES (2013)
Ahmed Mohammed Hassan Abdel-Fattah, Ulf Krumnack
Creating Analogy-Based Interpretations of Blended Noun Concepts. AAAI Spring Symposium: Creativity and (Early) Cognitive Development (2013)
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)
Martin Schmidt, Helmar Gust, Kai-Uwe Kühnberger, Ulf Krumnack
Refinements of Restricted Higher-Order Anti-Unification for Heuristic-Driven Theory Projection. KI (2011)
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)
Helmar Gust, Ulf Krumnack, Maricarmen Martínez, Ahmed M. H. Abdel-Fattah, Martin Schmidt, Kai-Uwe Kühnberger
Rationality and General Intelligence. AGI (2011)
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) (2011)
Angela Schwering, Ulf Krumnack, Kai-Uwe Kühnberger, Helmar Gust
Syntactic principles of heuristic-driven theory projection. Cogn. Syst. Res. 10 (3) (2009)
Angela Schwering, Kai-Uwe Kühnberger, Ulf Krumnack, Helmar Gust
Spatial Cognition of Geometric Figures in the Context of Proportional Analogies. COSIT (2009)
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)
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)
Ulf Krumnack, Helmar Gust, Kai-Uwe Kühnberger, Angela Schwering
The Re-Representation Problem in a Logic-Based Framework for Analogy Making. AAAI (2008)
Angela Schwering, Ulf Krumnack, Kai-Uwe Kühnberger, Helmar Gust
Analogy as Integrating Framework for Human-Level Reasoning. AGI (2008)
Helmar Gust, Ulf Krumnack, Kai-Uwe Kühnberger, Angela Schwering
Analogical Reasoning: A Core of Cognition. Künstliche Intell. 22 (1) (2008)
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)
Helmar Gust, Ulf Krumnack, Kai-Uwe Kühnberger, Angela Schwering
Human-Level Intelligence. Künstliche Intell. 22 (1) (2008)
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)
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)
Ulf Krumnack, Angela Schwering, Helmar Gust, Kai-Uwe Kühnberger
Restricted Higher-Order Anti-Unification for Analogy Making. Australian Conference on Artificial Intelligence (2007)
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)