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pro vyhledávání: '"Rueger P"'
Despite the impressive capability of large language models (LLMs), knowing when to trust their generations remains an open challenge. The recent literature on uncertainty quantification of natural language generation (NLG) utilises a conventional nat
Externí odkaz:
http://arxiv.org/abs/2406.03158
Publikováno v:
Applied Sciences, 2024, volume 14, number 8. article-number 3391
Objective: We propose a new approach for volumetric instance segmentation in X-ray Computed Tomography (CT) data for Non-Destructive Testing (NDT) by combining the Segment Anything Model (SAM) with tile-based Flood Filling Networks (FFN). Our work ev
Externí odkaz:
http://arxiv.org/abs/2403.12066
Publikováno v:
2023
Failure detection (FD) in AI systems is a crucial safeguard for the deployment for safety-critical tasks. The common evaluation method of FD performance is the Risk-coverage (RC) curve, which reveals the trade-off between the data coverage rate and t
Externí odkaz:
http://arxiv.org/abs/2308.03179
Publikováno v:
2023
Proper confidence calibration of deep neural networks is essential for reliable predictions in safety-critical tasks. Miscalibration can lead to model over-confidence and/or under-confidence; i.e., the model's confidence in its prediction can be grea
Externí odkaz:
http://arxiv.org/abs/2308.03172
Autor:
Maillard, Julien, Carrasco, Nathalie, Rüger, Christopher P., Chatain, Audrey, Schmitz-Afonso, Isabelle, Weisbrod, Chad R., Bailly, Laetitia, Petit, Emilie, Gautier, Thomas, McKenna, Amy M., Afonso, Carlos
Photochemical hazes are expected to form and significantly contribute to the chemical and radiative balance of exoplanets with relatively moderate temperatures, possibly in the habitable zone of their host star. In the presence of humidity, haze part
Externí odkaz:
http://arxiv.org/abs/2306.00276
Publikováno v:
Journal of Hepatocellular Carcinoma, Vol Volume 11, Pp 1279-1293 (2024)
Robin Schmidt,1,2 Charlie Alexander Hamm,1,3 Christopher Rueger,1 Han Xu,1 Yubei He,1,2 Luzie Alexandra Gottwald,4 Bernhard Gebauer,1 Lynn Jeanette Savic1– 3 1Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin a
Externí odkaz:
https://doaj.org/article/e24933ed072a49178105987a989ba38e
Autor:
Daniel Navin Olschewski, Nilufar Nazarzadeh, Felix Lange, Anna Maria Koenig, Christina Kulka, Jella-Andrea Abraham, Stefan Johannes Blaschke, Rudolf Merkel, Bernd Hoffmann, Gereon Rudolf Fink, Michael Schroeter, Maria Adele Rueger, Sabine Ulrike Vay
Publikováno v:
BMC Neuroscience, Vol 25, Iss 1, Pp 1-19 (2024)
Abstract Background Astrocytes are the most abundant cell type of the central nervous system and are fundamentally involved in homeostasis, neuroprotection, and synaptic plasticity. This regulatory function of astrocytes on their neighboring cells in
Externí odkaz:
https://doaj.org/article/bc674676932a4f62ab2291b14f244c50
Autor:
Mirjam Sophie Rueger, Franziska Lechner-Meichsner, Lotte Kirschbaum, Silke Lubik, Sibylle C. Roll, Regina Steil
Publikováno v:
BMC Psychiatry, Vol 24, Iss 1, Pp 1-15 (2024)
Abstract Background Prolonged Grief Disorder (PGD) was newly included in the ICD-11 and DSM-5-TR. It is not yet part of the standard assessments in many healthcare systems, including psychiatric wards. Because disordered grief is associated with suic
Externí odkaz:
https://doaj.org/article/ce65986b7e7e480a89db7357a25f9e38
Despite the great success of state-of-the-art deep neural networks, several studies have reported models to be over-confident in predictions, indicating miscalibration. Label Smoothing has been proposed as a solution to the over-confidence problem an
Externí odkaz:
http://arxiv.org/abs/2301.12589
Autor:
Rita Rosner, Rebekka Eilers, Katharina Gossmann, Johanna Kneidinger, Katharina Szota, Hanna Christiansen, Sebastian Deutscher, Christina Schulte, David Daniel Ebert, Anne Grass, Sophie Rueger, Rainer Muche, Anna-Carlotta Zarski, Regina Steil
Publikováno v:
European Journal of Psychotraumatology, Vol 15, Iss 1 (2024)
Background: The implementation trial BESTFORCAN aims to evaluate the dissemination of Trauma-Focused Behavioural Therapy (TF-CBT) for children and adolescents in Germany with posttraumatic stress symptoms (PTSS) after child abuse and neglect (CAN) wi
Externí odkaz:
https://doaj.org/article/2a42d7109b294550846efd5c1698b661