Ulf Krumnack

According to our database, Ulf Krumnack authored at least 44 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Understanding Self-Supervised Learning of Speech Representation via Invariance and Redundancy Reduction.

Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann

Inf., February, 2024

Learning Disentangled Audio Representations through Controlled Synthesis.

Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann

CoRR, 2024

Show Me How It's Done: The Role of Explanations in Fine-Tuning Language Models.

Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger

CoRR, 2024

2023

Learning Disentangled Speech Representations.

Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann

CoRR, 2023

Opening the Black Box: Analyzing Attention Weights and Hidden States in Pre-trained Language Models for Non-language Tasks.

Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger

Proceedings of the Explainable Artificial Intelligence, 2023

Investigating Pre-trained Language Models on Cross-Domain Datasets, a Step Closer to General AI.

Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger

Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

2021

Should You Go Deeper? Optimizing Convolutional Neural Network Architectures without Training by Receptive Field Analysis.

Mats L. Richter, Julius Schöning, Ulf Krumnack

CoRR, 2021

Exploring the Properties and Evolution of Neural Network Eigenspaces during Training.

Mats L. Richter, Leila Malihi, Anne-Kathrin Patricia Windler, Ulf Krumnack

CoRR, 2021

Size Matters.

Mats L. Richter, Wolf Byttner, Ulf Krumnack, Ludwig Schallner, Justin Shenk

CoRR, 2021

Should You Go Deeper? Optimizing Convolutional Neural Network Architectures without Training.

Mats L. Richter, Julius Schöning, Anna Wiedenroth, Ulf Krumnack

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

(Input) Size Matters for CNN Classifiers.

Mats L. Richter, Wolf Byttner, Ulf Krumnack, Anna Wiedenroth, Ludwig Schallner, Justin Shenk

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2020

Automatic Detection and Counting of Malaria Parasite-Infected Blood Cells.

Elena Doering, Anna Pukropski, Ulf Krumnack, Axel Schaffland

Proceedings of 2020 International Conference on Medical Imaging and Computer-Aided Diagnosis, 2020

2019

Semantics of Analogies from a Logical Perspective.

Ahmed M. H. Abdel-Fattah, Ulf Krumnack

Künstliche Intell., 2019

2018

Structure from Neuronal Networks (SfN²).

Julius Schöning, Gunther Heidemann, Ulf Krumnack

J. Comput., 2018

2017

Theory blending: extended algorithmic aspects and examples.

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

Ann. Math. Artif. Intell., 2017

Providing Video Annotations in Multimedia Containers for Visualization and Research.

Julius Schöning, Patrick Faion, Gunther Heidemann, Ulf Krumnack

Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Structure from Motion by Artificial Neural Networks.

Julius Schöning, Thea Behrens, Patrick Faion, Peyman Kheiri, Gunther Heidemann, Ulf Krumnack

Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017

2016

On the Logical Formalization of Analogies and Theory Blending in the HDTP Framework

Ulf Krumnack

PhD thesis, 2016

Eye tracking data in multimedia containers for instantaneous visualizations.

Julius Schöning, Patrick Faion, Gunther Heidemann, Ulf Krumnack

Proceedings of the 2016 IEEE Second Workshop on Eye Tracking and Visualization, 2016

2014

Heuristic-Driven Theory Projection: An Overview.

Martin Schmidt, Ulf Krumnack, Helmar Gust, Kai-Uwe Kühnberger

Proceedings of the Computational Approaches to Analogical Reasoning: Current Trends, 2014

What Is a Derived Signature Morphism?

Till Mossakowski, Ulf Krumnack, Tom Maibaum

Proceedings of the Recent Trends in Algebraic Development Techniques, 2014

Algorithmic Aspects of Theory Blending.

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

Proceedings of the Artificial Intelligence and Symbolic Computation, 2014

2013

Dynamic Assembly of Figures in Visuospatial Reasoning.

Stefan Schneider, Ulf Krumnack, Kai-Uwe Kühnberger

Proceedings of the Second Interdisciplinary Workshop The Shape of Things, 2013

Sketch Learning by Analogy.

Ulf Krumnack, Angela Schwering, Kai-Uwe Kühnberger, Helmar Gust, Ahmed M. H. Abdel-Fattah, Tarek R. Besold, Martin Schmidt, Stefan Schneider

Proceedings of the Second Interdisciplinary Workshop The Shape of Things, 2013

Utilizing Cognitive Mechanisms in the Analysis of Counterfactual Conditionals by AGI Systems.

Ahmed M. H. Abdel-Fattah, Ulf Krumnack, Kai-Uwe Kühnberger

Proceedings of the Artificial General Intelligence - 6th International Conference, 2013

Creating Analogy-Based Interpretations of Blended Noun Concepts.

Ahmed Mohammed Hassan Abdel-Fattah, Ulf Krumnack

Proceedings of the Creativity and (Early) Cognitive Development: A Perspective from Artificial Creativity, 2013

2012

Rationality-Guided AGI as Cognitive Systems.

Ahmed M. H. Abdel-Fattah, Tarek Richard Besold, Helmar Gust, Ulf Krumnack, Martin Schmidt, Kai-Uwe Kühnberger, Pei Wang

Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

2011

A computational account of conceptual blending in basic mathematics.

Markus Guhe, Alison Pease, Alan Smaill, Maricarmen Martínez, Martin Schmidt, Helmar Gust, Kai-Uwe Kühnberger, Ulf Krumnack

Cogn. Syst. Res., 2011

Refinements of Restricted Higher-Order Anti-Unification for Heuristic-Driven Theory Projection.

Martin Schmidt, Helmar Gust, Kai-Uwe Kühnberger, Ulf Krumnack

Proceedings of the KI 2011: Advances in Artificial Intelligence, 2011

Rationality and General Intelligence.

Helmar Gust, Ulf Krumnack, Maricarmen Martínez, Ahmed M. H. Abdel-Fattah, Martin Schmidt, Kai-Uwe Kühnberger

Proceedings of the Artificial General Intelligence - 4th International Conference, 2011

Towards a Domain-Independent Computational Framework for Theory Blending.

Maricarmen Martínez, Tarek R. Besold, Ahmed Mohammed Hassan Abdel-Fattah, Kai-Uwe Kühnberger, Helmar Gust, Martin Schmidt, Ulf Krumnack

Proceedings of the Advances in Cognitive Systems, 2011

2009

Syntactic principles of heuristic-driven theory projection.

Angela Schwering, Ulf Krumnack, Kai-Uwe Kühnberger, Helmar Gust

Cogn. Syst. Res., 2009

A Computational Model for Visual Metaphors. Interpreting Creative Visual Advertisements.

Angela Schwering, Kai-Uwe Kühnberger, Ulf Krumnack, Helmar Gust, Tonio Wandmacher, Bipin Indurkhya, Amitash Ojha

Proceedings of the ICAART 2009 - Proceedings of the International Conference on Agents and Artificial Intelligence, Porto, Portugal, January 19, 2009

Spatial Cognition of Geometric Figures in the Context of Proportional Analogies.

Angela Schwering, Kai-Uwe Kühnberger, Ulf Krumnack, Helmar Gust

Proceedings of the Spatial Information Theory, 9th International Conference, 2009

2008

Human-Level Intelligence.

Helmar Gust, Ulf Krumnack, Kai-Uwe Kühnberger, Angela Schwering

Künstliche Intell., 2008

Analogical Reasoning: A Core of Cognition.

Helmar Gust, Ulf Krumnack, Kai-Uwe Kühnberger, Angela Schwering

Künstliche Intell., 2008

Re-representation in a Logic-Based Model for Analogy Making.

Ulf Krumnack, Helmar Gust, Kai-Uwe Kühnberger, Angela Schwering

Proceedings of the AI 2008: Advances in Artificial Intelligence, 2008

Analogy as Integrating Framework for Human-Level Reasoning.

Angela Schwering, Ulf Krumnack, Kai-Uwe Kühnberger, Helmar Gust

Proceedings of the Artificial General Intelligence 2008, 2008

Learning from Inconsistencies in an Integrated Cognitive Architecture.

Kai-Uwe Kühnberger, Peter Geibel, Helmar Gust, Ulf Krumnack, Ekaterina Ovchinnikova, Angela Schwering, Tonio Wandmacher

Proceedings of the Artificial General Intelligence 2008, 2008

The Re-Representation Problem in a Logic-Based Framework for Analogy Making.

Ulf Krumnack, Helmar Gust, Kai-Uwe Kühnberger, Angela Schwering

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007

I-Cog: A Computational Framework for Integrated Cognition of Higher Cognitive Abilities.

Kai-Uwe Kühnberger, Tonio Wandmacher, Angela Schwering, Ekaterina Ovchinnikova, Ulf Krumnack, Helmar Gust, Peter Geibel

Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007

Modeling Human-Level Intelligence by Integrated Cognition in a Hybrid Architecture.

Kai-Uwe Kühnberger, Tonio Wandmacher, Angela Schwering, Ekaterina Ovchinnikova, Ulf Krumnack, Helmar Gust, Peter Geibel

Proceedings of the Foundations of Artificial Intelligence FAInt 2007, 2007

Restricted Higher-Order Anti-Unification for Analogy Making.

Ulf Krumnack, Angela Schwering, Helmar Gust, Kai-Uwe Kühnberger

Proceedings of the AI 2007: Advances in Artificial Intelligence, 2007

Structure-Sensitive Learning of Text Types.

Peter Geibel, Ulf Krumnack, Olga Pustylnikov, Alexander Mehler, Helmar Gust, Kai-Uwe Kühnberger

Proceedings of the AI 2007: Advances in Artificial Intelligence, 2007