基本信息
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Bio
He serves in the Bavarian AI Council, as an associate editor for the journal IEEE T-PAMI, and previously for Pattern Recognition Letters. Björn is an ELLIS Fellow, an ELLIS unit faculty of the ELLIS unit Munich, affiliated with the Helmholtz foundation, and a PI of the Munich Center for Machine Learning (MCML). He has served as program chair for GCPR, as Senior Area Chair and Area Chair for multiple CVPR, ICCV, ECCV, and NeurIPS conferences, and as workshop and tutorial organizer at these venues. Björn delivered the opening keynote at NeurIPS’23.
Research Interests
All aspects of semantic image and video understanding based on (deep) machine learning;
esp.: generative approaches for visual synthesis (e.g. Stable Diffusion), invertible deep models for explainable AI, deep metric and representation learning, and self-supervised learning paradigms and their interdisciplinary applications in the digital humanities and neurosciences.
Research Interests
All aspects of semantic image and video understanding based on (deep) machine learning;
esp.: generative approaches for visual synthesis (e.g. Stable Diffusion), invertible deep models for explainable AI, deep metric and representation learning, and self-supervised learning paradigms and their interdisciplinary applications in the digital humanities and neurosciences.
Research Interests
Papers共 147 篇Author StatisticsCo-AuthorSimilar Experts
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COMPUTER VISION - ECCV 2024, PT XXI (2025): 298-314
COMPUTER VISION - ECCV 2024, PT LXXXVIII (2025): 87-103
Tao Hu,Stefan Andreas Baumann,Ming Gui, Olga Grebenkova,Pingchuan Ma,Johannes Schusterbauer-Fischer,Bjorn Ommer
COMPUTER VISION - ECCV 2024, PT XXI (2025): 148-166
PROCEEDINGS OF THE 18TH CONFERENCE OF THE EUROPEAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, VOL 2 SHORT PAPERSpp.380-392, (2024)
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MEDICAL IMAGING 2024 PHYSICS OF MEDICAL IMAGING, PT 1 (2024)
Yousef Yeganeh, Ioannis Charisiadis, Marta Hasny, Martin Hartenberger,Björn Ommer,Nassir Navab,Azade Farshad,Ehsan Adeli
arxiv(2024)
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CoRR (2024)
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ICLR 2024 (2024)
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COMPUTER GRAPHICS FORUMno. 2 (2024)
Medical physicsno. 1 (2024): 188-200
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Author Statistics
#Papers: 143
#Citation: 19928
H-Index: 38
G-Index: 118
Sociability: 5
Diversity: 2
Activity: 70
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