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ORCIDUlf Krumnack
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2020 – today
- 2024
[j8]Yusuf Brima
, Ulf Krumnack, Simone Pika, Gunther Heidemann:
Understanding Self-Supervised Learning of Speech Representation via Invariance and Redundancy Reduction. Inf. 15(2): 114 (2024)- [c33]Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann:
Learning Disentangled Audio Representations through Controlled Synthesis. Tiny Papers @ ICLR 2024 - [c32]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 - [c31]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 - [c30]Lukas Niehaus, Ulf Krumnack, Gunther Heidemann:
Weight Rescaling: Applying Initialization Strategies During Training. SCAI 2024: 83-92 - [i11]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) - [i10]Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann:
Learning Disentangled Audio Representations through Controlled Synthesis. CoRR abs/2402.10547 (2024) - [i9]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) - [i8]Tom Pieper, Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger:
Enhancing SLM via ChatGPT and Dataset Augmentation. CoRR abs/2409.12599 (2024) - 2023
- [c29]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 - [c28]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 - [c27]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 - [i7]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) - [i6]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) - [i5]Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann:
Understanding Self-Supervised Learning of Speech Representation via Invariance and Redundancy Reduction. CoRR abs/2309.03619 (2023) - [i4]Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann:
Learning Disentangled Speech Representations. CoRR abs/2311.03389 (2023) - 2021
- [c26]Mats L. Richter, Wolf Byttner, Ulf Krumnack, Anna Wiedenroth, Ludwig Schallner, Justin Shenk:
(Input) Size Matters for CNN Classifiers. ICANN (2) 2021: 133-144 - [c25]Mats L. Richter, Julius Schöning, Anna Wiedenroth, Ulf Krumnack:
Should You Go Deeper? Optimizing Convolutional Neural Network Architectures without Training. ICMLA 2021: 964-971 - [i3]Mats L. Richter, Wolf Byttner, Ulf Krumnack, Ludwig Schallner, Justin Shenk:
Size Matters. CoRR abs/2102.01582 (2021) - [i2]Mats L. Richter, Leila Malihi, Anne-Kathrin Patricia Windler, Ulf Krumnack:
Exploring the Properties and Evolution of Neural Network Eigenspaces during Training. CoRR abs/2106.09526 (2021) - [i1]Mats L. Richter, Julius Schöning, Ulf Krumnack:
Should You Go Deeper? Optimizing Convolutional Neural Network Architectures without Training by Receptive Field Analysis. CoRR abs/2106.12307 (2021) - 2020
- [c24]Elena Doering, Anna Pukropski, Ulf Krumnack, Axel Schaffland:
Automatic Detection and Counting of Malaria Parasite-Infected Blood Cells. MICAD 2020: 145-157
2010 – 2019
- 2019
- [j7]Ahmed M. H. Abdel-Fattah, Ulf Krumnack:
Semantics of Analogies from a Logical Perspective. Künstliche Intell. 33(3): 243-251 (2019) - 2018
- [j6]Julius Schöning, Gunther Heidemann, Ulf Krumnack:
Structure from Neuronal Networks (SfN²). J. Comput. 13(8): 988-999 (2018) - 2017
- [j5]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) - [c23]Julius Schöning, Thea Behrens, Patrick Faion, Peyman Kheiri, Gunther Heidemann, Ulf Krumnack:
Structure from Motion by Artificial Neural Networks. SCIA (1) 2017: 146-158 - [c22]Julius Schöning, Patrick Faion, Gunther Heidemann, Ulf Krumnack:
Providing Video Annotations in Multimedia Containers for Visualization and Research. WACV 2017: 650-659 - 2016
- [b1]Ulf Krumnack:
On the Logical Formalization of Analogies and Theory Blending in the HDTP Framework. University of Osnabrück, Germany, 2016 - [c21]Julius Schöning, Patrick Faion, Gunther Heidemann, Ulf Krumnack:
Eye tracking data in multimedia containers for instantaneous visualizations. ETVIS 2016: 74-78 - 2014
- [c20]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 - [c19]Till Mossakowski, Ulf Krumnack, Tom Maibaum:
What Is a Derived Signature Morphism? WADT 2014: 90-109 - [p1]Martin Schmidt, Ulf Krumnack, Helmar Gust, Kai-Uwe Kühnberger:
Heuristic-Driven Theory Projection: An Overview. Computational Approaches to Analogical Reasoning 2014: 163-194 - 2013
- [c18]Ahmed Mohammed Hassan Abdel-Fattah, Ulf Krumnack:
Creating Analogy-Based Interpretations of Blended Noun Concepts. AAAI Spring Symposium: Creativity and (Early) Cognitive Development 2013 - [c17]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 - [c16]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 - [c15]Stefan Schneider, Ulf Krumnack, Kai-Uwe Kühnberger:
Dynamic Assembly of Figures in Visuospatial Reasoning. SHAPES 2013: 137-141 - 2012
- [c14]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 - 2011
- [j4]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) - [c13]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 - [c12]Helmar Gust, Ulf Krumnack, Maricarmen Martínez, Ahmed M. H. Abdel-Fattah, Martin Schmidt, Kai-Uwe Kühnberger:
Rationality and General Intelligence. AGI 2011: 174-183 - [c11]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
2000 – 2009
- 2009
- [j3]Angela Schwering, Ulf Krumnack, Kai-Uwe Kühnberger, Helmar Gust:
Syntactic principles of heuristic-driven theory projection. Cogn. Syst. Res. 10(3): 251-269 (2009) - [c10]Angela Schwering, Kai-Uwe Kühnberger, Ulf Krumnack, Helmar Gust:
Spatial Cognition of Geometric Figures in the Context of Proportional Analogies. COSIT 2009: 18-35 - [c9]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
- [j2]Helmar Gust, Ulf Krumnack, Kai-Uwe Kühnberger, Angela Schwering:
Analogical Reasoning: A Core of Cognition. Künstliche Intell. 22(1): 8-12 (2008) - [j1]Helmar Gust, Ulf Krumnack, Kai-Uwe Kühnberger, Angela Schwering:
Human-Level Intelligence. Künstliche Intell. 22(1): 39 (2008) - [c8]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 - [c7]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 - [c6]Angela Schwering, Ulf Krumnack, Kai-Uwe Kühnberger, Helmar Gust:
Analogy as Integrating Framework for Human-Level Reasoning. AGI 2008: 419-423 - [c5]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 - 2007
- [c4]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 - [c3]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 - [c2]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 - [c1]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
Coauthor Index
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last updated on 2024-10-18 19:28 CEST by the dblp team
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