Ulf Krumnack

Gunther Heidemann

Proceedings of the 14th Scandinavian Conference on Artificial Intelligence SCAI 2024, 2024

Enhancing Small Language Models via ChatGPT and Dataset Augmentation.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Information Systems, 2024

Efficient Knowledge Distillation: Empowering Small Language Models with Teacher Model Insights.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Information Systems, 2024

Learning Disentangled Audio Representations through Controlled Synthesis.

[BibT_eX]

[DOI]

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

FOOL ME IF YOU CAN! An Adversarial Dataset to Investigate the Robustness of LMs in Word Sense Disambiguation.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Learning Disentangled Speech Representations.

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

Proceedings of the Explainable Artificial Intelligence, 2023

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Proceedings of the Asian Conference on Machine Learning, 2023

2021

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

[BibT_eX]

[DOI]

Mats L. Richter

Julius Schöning

Anne-Kathrin Patricia Windler

CoRR, 2021

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

[BibT_eX]

[DOI]

Mats L. Richter

Leila Malihi

CoRR, 2021

Size Matters.

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

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

(Input) Size Matters for CNN Classifiers.

[BibT_eX]

[DOI]

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

2020

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

[BibT_eX]

[DOI]

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

2019

Semantics of Analogies from a Logical Perspective.

[BibT_eX]

[DOI]

Künstliche Intell., 2019

2018

Structure from Neuronal Networks (SfN²).

[BibT_eX]

[DOI]

Julius Schöning

Gunther Heidemann

J. Comput., 2018

2017

Theory blending: extended algorithmic aspects and examples.

[BibT_eX]

[DOI]

Maricarmen Martínez

Ann. Math. Artif. Intell., 2017

Providing Video Annotations in Multimedia Containers for Visualization and Research.

[BibT_eX]

[DOI]

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

Structure from Motion by Artificial Neural Networks.

[BibT_eX]

[DOI]

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

2016

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

[BibT_eX]

[DOI]

PhD thesis, 2016

Eye tracking data in multimedia containers for instantaneous visualizations.

[BibT_eX]

[DOI]

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

2014

Heuristic-Driven Theory Projection: An Overview.

[BibT_eX]

[DOI]

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

What Is a Derived Signature Morphism?

[BibT_eX]

[DOI]

Till Mossakowski

Tom Maibaum

Proceedings of the Recent Trends in Algebraic Development Techniques, 2014

Algorithmic Aspects of Theory Blending.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Symbolic Computation, 2014

2013

Dynamic Assembly of Figures in Visuospatial Reasoning.

[BibT_eX]

[DOI]

Stefan Schneider

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

Sketch Learning by Analogy.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Ahmed Mohammed Hassan Abdel-Fattah

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

Creating Analogy-Based Interpretations of Blended Noun Concepts.

[BibT_eX]

[DOI]

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

2012

Rationality-Guided AGI as Cognitive Systems.

[BibT_eX]

[DOI]

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

2011

A computational account of conceptual blending in basic mathematics.

[BibT_eX]

[DOI]

Cogn. Syst. Res., 2011

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

[BibT_eX]

[DOI]

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

Rationality and General Intelligence.

[BibT_eX]

[DOI]

Helmar Gust

Maricarmen Martínez

Martin Schmidt

Ahmed Mohammed Hassan Abdel-Fattah

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

Towards a Domain-Independent Computational Framework for Theory Blending.

[BibT_eX]

[DOI]

Maricarmen Martínez

Tarek R. Besold

Proceedings of the Advances in Cognitive Systems, 2011

2009

Syntactic principles of heuristic-driven theory projection.

[BibT_eX]

[DOI]

Cogn. Syst. Res., 2009

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

[BibT_eX]

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.

[BibT_eX]

[DOI]

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

2008

Human-Level Intelligence.

[BibT_eX]

Künstliche Intell., 2008

Analogical Reasoning: A Core of Cognition.

[BibT_eX]

[DOI]

Künstliche Intell., 2008

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

[BibT_eX]

[DOI]

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

Analogy as Integrating Framework for Human-Level Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Artificial General Intelligence 2008, 2008

Learning from Inconsistencies in an Integrated Cognitive Architecture.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2007

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

[BibT_eX]

[DOI]

Tonio Wandmacher

Angela Schwering

Ekaterina Ovchinnikova

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.

[BibT_eX]

[DOI]

Tonio Wandmacher

Angela Schwering

Ekaterina Ovchinnikova