Zobrazeno 1 - 10
of 2 687
pro vyhledávání: '"Wuest, P."'
Autor:
Steinmann, David, Divo, Felix, Kraus, Maurice, Wüst, Antonia, Struppek, Lukas, Friedrich, Felix, Kersting, Kristian
Shortcuts, also described as Clever Hans behavior, spurious correlations, or confounders, present a significant challenge in machine learning and AI, critically affecting model generalization and robustness. Research in this area, however, remains fr
Externí odkaz:
http://arxiv.org/abs/2412.05152
Autor:
Farahani, Mojtaba A., Kalach, Fadi El, Harper, Austin, McCormick, M. R., Harik, Ramy, Wuest, Thorsten
TSF is growing in various domains including manufacturing. Although numerous TSF algorithms have been developed recently, the validation and evaluation of algorithms hold substantial value for researchers and practitioners and are missing. This study
Externí odkaz:
http://arxiv.org/abs/2411.17499
Autor:
Raihan, Ahmed Shoyeb, Harper, Austin, Era, Israt Zarin, Al-Shebeeb, Omar, Wuest, Thorsten, Das, Srinjoy, Ahmed, Imtiaz
Ensuring the quality and reliability of Metal Additive Manufacturing (MAM) components is crucial, especially in the Laser Powder Bed Fusion (L-PBF) process, where melt pool defects such as keyhole, balling, and lack of fusion can significantly compro
Externí odkaz:
http://arxiv.org/abs/2411.10822
Autor:
Wüst, Antonia, Tobiasch, Tim, Helff, Lukas, Dhami, Devendra S., Rothkopf, Constantin A., Kersting, Kristian
Recently, newly developed Vision-Language Models (VLMs), such as OpenAI's GPT-4o, have emerged, seemingly demonstrating advanced reasoning capabilities across text and image modalities. Yet, the depth of these advances in language-guided perception a
Externí odkaz:
http://arxiv.org/abs/2410.19546
The possibility of a Photon-Photon collider extension to the Beam dump of the $17.5$ GeV European XFEL has been discussed before as the first high energy collider of its sort. It would not just be to study the concept of photon colliders but would al
Externí odkaz:
http://arxiv.org/abs/2410.19465
Graph database management systems (GDBMSs) store and manipulate graph data and form a core part of many data-driven applications. To ensure their reliability, several approaches have been proposed to test GDBMSs by generating queries in Cypher, the m
Externí odkaz:
http://arxiv.org/abs/2408.07525
The European Central Bank is preparing for the potential issuance of a central bank digital currency (CBDC), called the digital euro. A recent regulatory proposal by the European Commission defines several requirements for the digital euro, such as s
Externí odkaz:
http://arxiv.org/abs/2408.06956
Autor:
Kaufmann, Timo, Blüml, Jannis, Wüst, Antonia, Delfosse, Quentin, Kersting, Kristian, Hüllermeier, Eyke
Properly defining a reward signal to efficiently train a reinforcement learning (RL) agent is a challenging task. Designing balanced objective functions from which a desired behavior can emerge requires expert knowledge, especially for complex enviro
Externí odkaz:
http://arxiv.org/abs/2406.16748
The challenge in object-based visual reasoning lies in generating concept representations that are both descriptive and distinct. Achieving this in an unsupervised manner requires human users to understand the model's learned concepts and, if necessa
Externí odkaz:
http://arxiv.org/abs/2406.09949
Autor:
Boiger, Romana, Churakov, Sergey V., Llagaria, Ignacio Ballester, Kosakowski, Georg, Wüst, Raphael, Prasianakis, Nikolaos I.
Deep subsurface exploration is important for mining, oil and gas industries, as well as in the assessment of geological units for the disposal of chemical or nuclear waste, or the viability of geothermal energy systems. Typically, detailed examinatio
Externí odkaz:
http://arxiv.org/abs/2403.18495