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pro vyhledávání: '"Runkel, Christina"'
Neural ordinary differential equations (Neural ODEs) propose the idea that a sequence of layers in a neural network is just a discretisation of an ODE, and thus can instead be directly modelled by a parameterised ODE. This idea has had resounding suc
Externí odkaz:
http://arxiv.org/abs/2405.02478
Autor:
Cheng, Chun-Wun, Runkel, Christina, Liu, Lihao, Chan, Raymond H, Schönlieb, Carola-Bibiane, Aviles-Rivero, Angelica I
Image segmentation is a fundamental task in image analysis and clinical practice. The current state-of-the-art techniques are based on U-shape type encoder-decoder networks with skip connections, called U-Net. Despite the powerful performance reporte
Externí odkaz:
http://arxiv.org/abs/2302.00626
Autor:
Aviles-Rivero, Angelica I., Runkel, Christina, Papadakis, Nicolas, Kourtzi, Zoe, Schönlieb, Carola-Bibiane
Publikováno v:
MICCAI 2022
The automatic early diagnosis of prodromal stages of Alzheimer's disease is of great relevance for patient treatment to improve quality of life. We address this problem as a multi-modal classification task. Multi-modal data provides richer and comple
Externí odkaz:
http://arxiv.org/abs/2204.02399
An increasing number of models require the control of the spectral norm of convolutional layers of a neural network. While there is an abundance of methods for estimating and enforcing upper bounds on those during training, they are typically costly
Externí odkaz:
http://arxiv.org/abs/2102.06496
Machine learning techniques have excelled in the automatic semantic analysis of images, reaching human-level performances on challenging benchmarks. Yet, the semantic analysis of videos remains challenging due to the significantly higher dimensionali
Externí odkaz:
http://arxiv.org/abs/2007.00603
Autor:
RUNKEL, CHRISTINA
Publikováno v:
History News, 2008 Jan 01. 63(1), 20-21.
Externí odkaz:
https://www.jstor.org/stable/42654160
Autor:
Runkel, Christina
Rezension zu: Bettina Funcke: Pop oder Populus. Kunst zwischen High und Low; Köln: Verlag Walther König 2007; 224 Seiten; ISBN 978-3-86560-288-6
Journal für Kunstgeschichte, Bd. 13 Nr. 3 (2009): Journal für Kunstgeschichte
Journal für Kunstgeschichte, Bd. 13 Nr. 3 (2009): Journal für Kunstgeschichte
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f8e944e67dcc9ac064091061bf3dc928
Autor:
Runkel, Christina
Publikováno v:
History News, 2013 Jan 01. 68(1), 31-32.
Externí odkaz:
https://www.jstor.org/stable/42654360