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Timo Markert; Elias Hoerner; Sebastian Matich; Andreas Theissler; Martin Atzmueller

Robotic Peg-in-Hole Insertion with Tight Clearances: A Force-based Deep Q-Learning Approach

In: 2023 International Conference on Machine Learning and Applications (ICMLA). International Conference on Machine Learning and Applications (ICMLA), …
Thuy Duong Oesterreich; Eduard Anton; Julian Schuir; Alexander Brehm; Frank Teuteberg

How can I help you? Design principles for task-oriented speech dialog systems in customer service

In: Information Systems and e-Business Management, Vol. 21, No. 1, Pages 37-79, Springer Nature, 12/2023.
Eduard Anton; Thuy Duong Oesterreich; Markus Aptyka; Frank Teuteberg

Beyond Digital Data and Information Technology: Conceptualizing Data-Driven Culture

In: Pacific Asia Journal of the Association for Information Systems (PAJAIS), Vol. 15, No. 3, Pages 1-36, Association for Information Systems, 2023.
Nicolas Schuler; Maximilian Hoffmann; Hans-Peter Beise; Ralph Bergmann

Semi-supervised Similarity Learning in Process-Oriented Case-Based Reasoning

In: Max Bramer; Frederic Stahl (Hrsg.). Artificial Intelligence XL. SGAI International Conference on Artificial Intelligence (AI-2023), Cambridge, …
Rajai Alhimdiat; Wesam Ashour; Ramy Battrawy; Didier Stricker

Accelerating the Run-Time of Convolutional Neural Networks through Weight Pruning and Quantization

In: International Engineering Conference on Renewable Energy & Sustainability. International Engineering Conference on Renewable Energy & …
Ramy Battrawy; René Schuster; Didier Stricker

EgoFlowNet: Non-Rigid Scene Flow from Point Clouds with Ego-Motion Support

In: British Machine Vision Conference. British Machine Vision Conference (BMVC-2023), located at The 34th British Machine Vision Conference, November …
Alexis T. Bernhard; Simon Jungbluth; Ali Karnoub; Aleksandr Sidorenko; William Motsch; Achim Wagner; Martin Ruskowski

I4.0 Holonic Multi-agent Testbed Enabling Shared Production

In: John Soldatos (Hrsg.). Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible and Cost-Effective Production Through AI. Chapter …
Norbert Pengel; Hassan Soliman; Alexander Neumann; Milos Kravcik; Yue Yin; Maria Bez; Lisa Stechert; Maike Haag; Anne Martin; Laura Köbis; Julia Zawidzki; Orkhan Jalilov; Roy Meissner; Alexander Pögelt; Thomas Köhler; Heinz-Werner Wollersheim

Generative KI in der Hochschulbildung: Konzeption und Implementierung eines LLM-gestützten Chatbots

Jahrestagungen der Gesellschaft für Medien in der Wissenschaft (GMW) und von CampusSource 2023, 11/2023.
Abdul Hannan Khan; Muhammad Shariq Nawaz; Andreas Dengel

Localized Semantic Feature Mixers for Efficient Pedestrian Detection in Autonomous Driving

In: The 34th IEEE/CVF Conference on Computer Vision and Pattern Recognition. International Conference on Computer Vision and Pattern Recognition …
Mhd Rashed Al Koutayni; Gerd Reis; Didier Stricker

DeepEdgeSoC: End-to-end deep learning framework for edge IoT devices

In: Internet of Things, Vol. 21, Pages 1-18, Elsevier, 4/2023.

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