Florian Buttner - Institut fur klinische Pharmakologie

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Molecular prediction of subtype, prognosis and therapy response in renal cancer

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论文共 162 篇作者统计合作学者相似作者

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Through the Eyes of the Expert: Aligning Human and Machine Attention for Industrial AI

Alexander Koebler, Christian Greisinger,Jan Paulus,Ingo Thon,Florian Buettner

ARTIFICIAL INTELLIGENCE IN HCI, PT II, AI-HCI 2024 (2024): 407-423

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A Bias-Variance-Covariance Decomposition of Kernel Scores for Generative Models

Sebastian Gregor Gruber,Florian Buettner

ICML (2024)

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Explanatory Model Monitoring to Understand the Effects of Feature Shifts on Performance

Thomas Decker,Alexander Koebler,Michael Lebacher,Ingo Thon,Volker Tresp,Florian Buettner

CoRR（2024）

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Mitobkca is Functionally Expressed in Murine and Human Breast Cancer Cells and Potentially Contributes to Metabolic Reprogramming

Helmut Bischof,Selina Maier,Piotr Koprowski,Bogusz Kulawiak,Sandra Burgstaller, Joanna Jasinska,Kristian Serafimov,Monika Zochowska,Dominic Gross,Werner Schroth,Lucas Matt, David Arturo Juarez Lopez, Ying Zhang,Irina Bonzheim,Florian A. Buettner,Falko Fend,Matthias Schwab,Andreas L. Birkenfeld,Roland Malli,Michael Laemmerhofer,Piotr Bednarczyk,Adam Szewczyk,Robert Lukowski

eLife (2024)

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Provably Better Explanations with Optimized Aggregation of Feature Attributions

Thomas Decker, Ananta Bhattarai,Jindong Gu,Volker Tresp,Florian Buettner

ICML（2024）

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Understanding Metric-Related Pitfalls in Image Analysis Validation

Annika Reinke,Minu D. Tizabi,Michael Baumgartner,Matthias Eisenmann,Doreen Heckmann-Nötzel,A. Emre Kavur,Tim Rädsch,Carole H. Sudre,Laura Acion,Michela Antonelli,Tal Arbel,Spyridon Bakas,Arriel Benis,Florian Buettner,M. Jorge Cardoso,Veronika Cheplygina,Jianxu Chen,Evangelia Christodoulou,Beth A. Cimini,Keyvan Farahani,Luciana Ferrer,Adrian Galdran,Bram van Ginneken,Ben Glocker,Patrick Godau,Daniel A. Hashimoto,Michael M. Hoffman,Merel Huisman,Fabian Isensee,Pierre Jannin,Charles E. Kahn,Dagmar Kainmueller,Bernhard Kainz,Alexandros Karargyris,Jens Kleesiek,Florian Kofler,Thijs Kooi,Annette Kopp-Schneider,Michal Kozubek,Anna Kreshuk,Tahsin Kurc,Bennett A. Landman,Geert Litjens,Amin Madani,Klaus Maier-Hein,Anne L. Martel,Erik Meijering,Bjoern Menze,Karel G. M. Moons,Henning Müller,Brennan Nichyporuk,Felix Nickel,Jens Petersen,Susanne M. Rafelski,Nasir Rajpoot,Mauricio Reyes,Michael A. Riegler,Nicola Rieke,Julio Saez-Rodriguez,Clara I. Sánchez,Shravya Shetty,Ronald M. Summers,Abdel A. Taha,Aleksei Tiulpin,Sotirios A. Tsaftaris,Ben Van Calster,Gaël Varoquaux,Ziv R. Yaniv,Paul F. Jäger,Lena Maier-Hein

NATURE METHODS（2024）

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DomainLab: A Modular Python Package for Domain Generalization in Deep Learning

Xudong Sun, Carla Feistner,Alexej Gossmann, George Schwarz,Rao Muhammad Umer, Lisa Beer,Patrick Rockenschaub, Rahul Babu Shrestha,Armin Gruber,Nutan Chen,Sayedali Shetab Boushehri,Florian Buettner,Carsten Marr

arXiv (Cornell University) (2024)

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Federated Continual Learning Goes Online: Uncertainty-Aware Memory Management for Vision Tasks and Beyond

Giuseppe Serra,Florian Buettner

arxiv（2024）

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How to Leverage Predictive Uncertainty Estimates for Reducing Catastrophic Forgetting in Online Continual Learning

Giuseppe Serra, Ben Werner,Florian Buettner

CoRR (2024)

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