Ulf Krumnack

55 papers A* 2A 1B 2C 2Misc 2Journal 19Unranked 25
YearRankTypeTitle / Venue / Authors
2024 — conf
Efficient Knowledge Distillation: Empowering Small Language Models with Teacher Model Insights.
NLDB (1)
Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
2024 J jnl
Efficient Knowledge Distillation: Empowering Small Language Models with Teacher Model Insights.
CoRR
Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
2024 J jnl
Enhancing SLM via ChatGPT and Dataset Augmentation.
CoRR
Tom Pieper, Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
2024 — conf
Enhancing Small Language Models via ChatGPT and Dataset Augmentation.
NLDB (2)
Tom Pieper, Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
2024 A* conf
FOOL ME IF YOU CAN! An Adversarial Dataset to Investigate the Robustness of LMs in Word Sense Disambiguation.
EMNLP
Mohamad Ballout, Anne Dedert, Nohayr Abdelmoneim, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
2024 — conf
Learning Disentangled Audio Representations through Controlled Synthesis.
Tiny Papers @ ICLR
Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann
2024 J jnl
Learning Disentangled Audio Representations through Controlled Synthesis.
CoRR
Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann
2024 J jnl
Show Me How It's Done: The Role of Explanations in Fine-Tuning Language Models.
CoRR
Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
2024 J jnl
Understanding Self-Supervised Learning of Speech Representation via Invariance and Redundancy Reduction.
Inf.
Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann
2024 — conf
Weight Rescaling: Applying Initialization Strategies During Training.
SCAI
Lukas Niehaus, Ulf Krumnack, Gunther Heidemann
2023 — conf
Investigating Pre-trained Language Models on Cross-Domain Datasets, a Step Closer to General AI.
INNS DLIA@IJCNN
Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
2023 J jnl
Investigating Pre-trained Language Models on Cross-Domain Datasets, a Step Closer to General AI.
CoRR
Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
2023 J jnl
Learning Disentangled Speech Representations.
CoRR
Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann
2023 — conf
Opening the Black Box: Analyzing Attention Weights and Hidden States in Pre-trained Language Models for Non-language Tasks.
xAI (3)
Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
2023 J jnl
Opening the Black Box: Analyzing Attention Weights and Hidden States in Pre-trained Language Models for Non-language Tasks.
CoRR
Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
2023 C conf
Show Me How It's Done: The Role of Explanations in Fine-Tuning Language Models.
ACML
Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
2023 J jnl
Understanding Self-Supervised Learning of Speech Representation via Invariance and Redundancy Reduction.
CoRR
Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann
2021 — conf
(Input) Size Matters for CNN Classifiers.
ICANN (2)
Mats L. Richter, Wolf Byttner, Ulf Krumnack, Anna Wiedenroth, Ludwig Schallner, Justin Shenk
2021 J jnl
Exploring the Properties and Evolution of Neural Network Eigenspaces during Training.
CoRR
Mats L. Richter, Leila Malihi, Anne-Kathrin Patricia Windler, Ulf Krumnack
2021 J jnl
Should You Go Deeper? Optimizing Convolutional Neural Network Architectures without Training by Receptive Field Analysis.
CoRR
Mats L. Richter, Julius Schöning, Ulf Krumnack
2021 C conf
Should You Go Deeper? Optimizing Convolutional Neural Network Architectures without Training.
ICMLA
Mats L. Richter, Julius Schöning, Anna Wiedenroth, Ulf Krumnack
2021 J jnl
Size Matters.
CoRR
Mats L. Richter, Wolf Byttner, Ulf Krumnack, Ludwig Schallner, Justin Shenk
2020 — conf
Automatic Detection and Counting of Malaria Parasite-Infected Blood Cells.
MICAD
Elena Doering, Anna Pukropski, Ulf Krumnack, Axel Schaffland
2019 J jnl
Semantics of Analogies from a Logical Perspective.
Künstliche Intell.
Ahmed M. H. Abdel-Fattah, Ulf Krumnack
2018 J jnl
Structure from Neuronal Networks (SfN²).
J. Comput.
Julius Schöning, Gunther Heidemann, Ulf Krumnack
2017 A conf
Providing Video Annotations in Multimedia Containers for Visualization and Research.
WACV
Julius Schöning, Patrick Faion, Gunther Heidemann, Ulf Krumnack
2017 — conf
Structure from Motion by Artificial Neural Networks.
SCIA (1)
Julius Schöning, Thea Behrens, Patrick Faion, Peyman Kheiri, Gunther Heidemann, Ulf Krumnack
2017 J jnl
Theory blending: extended algorithmic aspects and examples.
Ann. Math. Artif. Intell.
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
2016 — conf
Eye tracking data in multimedia containers for instantaneous visualizations.
ETVIS
Julius Schöning, Patrick Faion, Gunther Heidemann, Ulf Krumnack
2016 — —
On the Logical Formalization of Analogies and Theory Blending in the HDTP Framework
Ulf Krumnack
2014 Misc conf
Algorithmic Aspects of Theory Blending.
AISC
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
2014 — ch.
Heuristic-Driven Theory Projection: An Overview.
Computational Approaches to Analogical Reasoning
Martin Schmidt, Ulf Krumnack, Helmar Gust, Kai-Uwe Kühnberger
2014 — conf
What Is a Derived Signature Morphism?
WADT
Till Mossakowski, Ulf Krumnack, Tom Maibaum
2013 — conf
Creating Analogy-Based Interpretations of Blended Noun Concepts.
AAAI Spring Symposium: Creativity and (Early) Cognitive Development
Ahmed Mohammed Hassan Abdel-Fattah, Ulf Krumnack
2013 — conf
Dynamic Assembly of Figures in Visuospatial Reasoning.
SHAPES
Stefan Schneider, Ulf Krumnack, Kai-Uwe Kühnberger
2013 — conf
Sketch Learning by Analogy.
SHAPES
Ulf Krumnack, Angela Schwering, Kai-Uwe Kühnberger, Helmar Gust, Ahmed M. H. Abdel-Fattah, Tarek R. Besold, Martin Schmidt, Stefan Schneider
2013 — conf
Utilizing Cognitive Mechanisms in the Analysis of Counterfactual Conditionals by AGI Systems.
AGI
Ahmed M. H. Abdel-Fattah, Ulf Krumnack, Kai-Uwe Kühnberger
2012 B conf
Rationality-Guided AGI as Cognitive Systems.
CogSci
Ahmed M. H. Abdel-Fattah, Tarek Richard Besold, Helmar Gust, Ulf Krumnack, Martin Schmidt, Kai-Uwe Kühnberger, Pei Wang
2011 J jnl
A computational account of conceptual blending in basic mathematics.
Cogn. Syst. Res.
Markus Guhe, Alison Pease, Alan Smaill, Maricarmen Martínez, Martin Schmidt, Helmar Gust, Kai-Uwe Kühnberger, Ulf Krumnack
2011 — conf
Rationality and General Intelligence.
AGI
Helmar Gust, Ulf Krumnack, Maricarmen Martínez, Ahmed M. H. Abdel-Fattah, Martin Schmidt, Kai-Uwe Kühnberger
2011 Misc conf
Refinements of Restricted Higher-Order Anti-Unification for Heuristic-Driven Theory Projection.
KI
Martin Schmidt, Helmar Gust, Kai-Uwe Kühnberger, Ulf Krumnack
2011 — conf
Towards a Domain-Independent Computational Framework for Theory Blending.
AAAI Fall Symposium: Advances in Cognitive Systems
Maricarmen Martínez, Tarek R. Besold, Ahmed Mohammed Hassan Abdel-Fattah, Kai-Uwe Kühnberger, Helmar Gust, Martin Schmidt, Ulf Krumnack
2009 B conf
A Computational Model for Visual Metaphors. Interpreting Creative Visual Advertisements.
ICAART
Angela Schwering, Kai-Uwe Kühnberger, Ulf Krumnack, Helmar Gust, Tonio Wandmacher, Bipin Indurkhya, Amitash Ojha
2009 — conf
Spatial Cognition of Geometric Figures in the Context of Proportional Analogies.
COSIT
Angela Schwering, Kai-Uwe Kühnberger, Ulf Krumnack, Helmar Gust
2009 J jnl
Syntactic principles of heuristic-driven theory projection.
Cogn. Syst. Res.
Angela Schwering, Ulf Krumnack, Kai-Uwe Kühnberger, Helmar Gust
2008 J jnl
Analogical Reasoning: A Core of Cognition.
Künstliche Intell.
Helmar Gust, Ulf Krumnack, Kai-Uwe Kühnberger, Angela Schwering
2008 — conf
Analogy as Integrating Framework for Human-Level Reasoning.
AGI
Angela Schwering, Ulf Krumnack, Kai-Uwe Kühnberger, Helmar Gust
2008 J jnl
Human-Level Intelligence.
Künstliche Intell.
Helmar Gust, Ulf Krumnack, Kai-Uwe Kühnberger, Angela Schwering
2008 — conf
Learning from Inconsistencies in an Integrated Cognitive Architecture.
AGI
Kai-Uwe Kühnberger, Peter Geibel, Helmar Gust, Ulf Krumnack, Ekaterina Ovchinnikova, Angela Schwering, Tonio Wandmacher
2008 — conf
Re-representation in a Logic-Based Model for Analogy Making.
Australasian Conference on Artificial Intelligence
Ulf Krumnack, Helmar Gust, Kai-Uwe Kühnberger, Angela Schwering
2008 A* conf
The Re-Representation Problem in a Logic-Based Framework for Analogy Making.
AAAI
Ulf Krumnack, Helmar Gust, Kai-Uwe Kühnberger, Angela Schwering
2007 — conf
I-Cog: A Computational Framework for Integrated Cognition of Higher Cognitive Abilities.
MICAI
Kai-Uwe Kühnberger, Tonio Wandmacher, Angela Schwering, Ekaterina Ovchinnikova, Ulf Krumnack, Helmar Gust, Peter Geibel
2007 — conf
Modeling Human-Level Intelligence by Integrated Cognition in a Hybrid Architecture.
FAInt
Kai-Uwe Kühnberger, Tonio Wandmacher, Angela Schwering, Ekaterina Ovchinnikova, Ulf Krumnack, Helmar Gust, Peter Geibel
2007 — conf
Restricted Higher-Order Anti-Unification for Analogy Making.
Australian Conference on Artificial Intelligence
Ulf Krumnack, Angela Schwering, Helmar Gust, Kai-Uwe Kühnberger
2007 — conf
Structure-Sensitive Learning of Text Types.
Australian Conference on Artificial Intelligence
Peter Geibel, Ulf Krumnack, Olga Pustylnikov, Alexander Mehler, Helmar Gust, Kai-Uwe Kühnberger