Ulf Krumnack

Dr. Ulf Krumnack is a researcher at the Institute of Cognitive Science, University of Osnabrück, affiliated with the LE Cognitive Science faculty. His research focuses on Deep Learning, Computer Vision, Machine Learning, and the theoretical foundations of analogical reasoning. He has contributed to projects on neural network architecture optimization, malaria detection via computer vision, and cognitive models for analogy-making. Krumnack teaches courses such as Advanced Topics in Deep Learning and Computer Vision, emphasizing practical applications in AI. His work integrates interdisciplinary approaches, bridging cognitive science and computational methods.

Research interests include developing algorithms for structure from neural networks, visual analytics of gaze data, and ethical implications of AI. He collaborates on international projects like the I-Cog framework for integrated cognition. His publications span conferences like IEEE WACV and journals like the Journal of Computers.

Teaching highlights include machine learning and computer vision seminars, alongside study projects on AI applications in animal communication. Krumnack’s contributions to cognitive systems emphasize human-like rationality and spatial cognition modeling.