U. Krumnack

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Aliases
U. Krumnack, Ulf Krumnack
Publication record
76 papers · 716 citations · H-index 14

PAPERS

Learning Disentangled Audio Representations through Controlled Synthesis
20243 citationsauthor #2
Show Me How It's Done: The Role of Explanations in Fine-Tuning Language Models
20245 citationsauthor #2
Weight Rescaling: Applying Initialization Strategies During Training
20243 citationsauthor #2
Enhancing SLM via ChatGPT and Dataset Augmentation
20240 citationsauthor #3
FOOL ME IF YOU CAN! An Adversarial Dataset to Investigate the Robustness of LMs in Word Sense Disambiguation
20241 citationsauthor #4
Efficient Knowledge Distillation: Empowering Small Language Models with Teacher Model Insights
20245 citationsauthor #2
Enhancing Small Language Models via ChatGPT and Dataset Augmentation
20242 citationsauthor #3
Opening the Black Box: Analyzing Attention Weights and Hidden States in Pre-trained Language Models for Non-language Tasks
20232 citationsauthor #2
Investigating Pre-trained Language Models on Cross-Domain Datasets, a Step Closer to General AI
20236 citationsauthor #2
Learning Disentangled Speech Representations
20233 citationsauthor #2
Understanding Self-Supervised Learning of Speech Representation via Invariance and Redundancy Reduction
20230 citationsauthor #2
Exploring the Properties and Evolution of Neural Network Eigenspaces during Training
20212 citationsauthor #4
Size Matters
20211 citationsauthor #3
Should You Go Deeper? Optimizing Convolutional Neural Network Architectures without Training
202118 citationsauthor #3
(Input) Size Matters for CNN Classifiers
202127 citationsauthor #3
Automatic Detection and Counting of Malaria Parasite-Infected Blood Cells
20203 citationsauthor #3
Analogies and Analogical Reasoning in Invention
20201 citationsauthor #1
Semantics of Analogies from a Logical Perspective
20191 citationsauthor #2
Semantics of Analogies from a Logical Perspective
20190 citationsauthor #2
Structure from Neuronal Networks (SfN²)
20181 citationsauthor #3
Providing Video Annotations in Multimedia Containers for Visualization and Research
201710 citationsauthor #4
Visual Analytics of Gaze Data with Standard Multimedia Players
20172 citationsauthor #5
Structure from Motion by Artificial Neural Networks
20171 citationsauthor #6
Explorer Theory blending : extended algorithmic aspects and examples
20171 citationsauthor #2
Eye tracking data in multimedia containers for instantaneous visualizations
20164 citationsauthor #4
Theory blending: extended algorithmic aspects and examples
201614 citationsauthor #3
On the Logical Formalization of Analogies and Theory Blending in the HDTP Framework
20160 citationsauthor #1
Heuristic-Driven Theory Projection: An Overview
201439 citationsauthor #2
Algorithmic Aspects of Theory Blending
201417 citationsauthor #2
What Is a Derived Signature Morphism?
201415 citationsauthor #2
Analogies and Analogical Reasoning in Invention Affiliation
20130 citationsauthor #1
Dynamic Assembly of Figures in Visuospatial Reasoning
20134 citationsauthor #2
Formal Languages in Logic, A Philosophical and Cognitive Analysis. By Catarina Dutilh Novaes. (Cambridge UP, 2012. Price £55.00.)
20130 citationsauthor #3
The Importance of Two Cognitive Mechanisms in Analyzing Counterfactuals: An Implementation-Oriented Explication 1
20133 citationsauthor #2
Utilizing Cognitive Mechanisms in the Analysis of Counterfactual Conditionals by AGI Systems
20133 citationsauthor #2
Sketch Learning by Analogy
20131 citationsauthor #1
Creating Analogy-Based Interpretations of Blended Noun Concepts
20134 citationsauthor #2
Theory Blending as a Framework for Creativity in Systems for General Intelligence
201216 citationsauthor #6
Rationality-Guided AGI as Cognitive Systems
201211 citationsauthor #4
Rationality Through Analogy - Towards a Positive Theory and Implementation of Human-Style Rationality
20123 citationsauthor #4
Refinements of Restricted Higher-Order Anti-Unification for Heuristic-Driven Theory Projection
201110 citationsauthor #4
Towards a Domain-Independent Computational Framework for Theory Blending
201120 citationsauthor #7
A computational account of conceptual blending in basic mathematics
201147 citationsauthor #8
Rationality and General Intelligence
20113 citationsauthor #2
An Argument for an Analogical Perspective on Rationality & Decision-Making
201111 citationsauthor #3
Conceptual blending of fractions and real numbers in mathematical discovery
20100 citationsauthor #8
Remarks on the Meaning of Analogical Relations
20103 citationsauthor #1
Mathematical reasoning with higher-order anti-unifcation
201019 citationsauthor #7
Solving Geometric Proportional Analogies with the Analogy Model HDTP
20099 citationsauthor #2
STRUCTURAL ALIGNMENT OF VISUAL STIMULI INFLUENCES HUMAN OBJECT CATEGORIZATION
20092 citationsauthor #4
Learning and Recognition of Sketches for Complex Computational Cognition – Position Paper –
20090 citationsauthor #2
The Role of Logic in AGI Systems: Towards a Lingua Franca for General Intelligence
20095 citationsauthor #2
Spatial Cognition of Geometric Figures in the Context of Proportional Analogies
20094 citationsauthor #3
The Recognition of Sketches as a Test Case for Complex Computational Cognition – Position Paper –
20090 citationsauthor #2
Syntactic principles of heuristic-driven theory projection
2009111 citationsauthor #2
THE IMPACT OF GESTALT PRINCIPLES ON SOLVING GEOMETRIC PROPORTIONAL ANALOGIES
20092 citationsauthor #5
THE IMPACT OF GESTALT PRINCIPLES ON SOLVING GEOMETRIC PROPORTIONAL ANALOGIES
20092 citationsauthor #11
A Computational Model for Visual Metaphors. Interpreting Creative Visual Advertisements
20099 citationsauthor #3
Analogical Reasoning: A Core of Cognition
200868 citationsauthor #2
Learning from Inconsistencies in an Integrated Cognitive Architecture
20087 citationsauthor #4
Human-Level Intelligence
20080 citationsauthor #2
Analogy as Integrating Framework for Human-Level Reasoning
20087 citationsauthor #2
First Steps towards Re-representation in a Logic-Based Framework for Analogy Making
20080 citationsauthor #1
The Re-Representation Problem in a Logic-Based Framework for Analogy Making
20080 citationsauthor #1
Re-representation in a Logic-Based Model for Analogy Making
200812 citationsauthor #1
Restricted Higher-Order Anti-Unification for Analogy Making
200753 citationsauthor #1
Analogical Reasoning with SMT and HDTP
20074 citationsauthor #2
Structure-Sensitive Learning of Text Types
20075 citationsauthor #2
Extraction, evaluation and integration of lexical-semantic relations for the automated construction of a lexical ontology
200725 citationsauthor #3
Integrating Analogical and Inductive Learning at Different Levels of Generalization
20077 citationsauthor #2
Modeling Human-Level Intelligence by Integrated Cognition in a Hybrid Architecture
20072 citationsauthor #5
Using Gestalt Principles to Compute Analogies of Geometric Figures
200722 citationsauthor #2
I-Cog: A Computational Framework for Integrated Cognition of Higher Cognitive Abilities
20074 citationsauthor #5
Analogies: Integrating Multiple Cognitive Abilities
20074 citationsauthor #2
An Approach to the Semantics of Analogical Relations1
20075 citationsauthor #2
Workshop on Analogies: Integrating Multiple Cognitive Abilities
20072 citationsauthor #2

TIMELINE

2007 133 citations

2008 94 citations

2009 142 citations

2010 22 citations

2011 91 citations

2012 30 citations

2013 15 citations

2014 71 citations

2016 18 citations

2017 14 citations

2018 1 citations

2019 1 citations

2020 4 citations

2021 48 citations

2023 11 citations

2024 19 citations

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