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Julian Burghoff
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 4
Top Topics
Deep Architectures
Neural Network
Goal Oriented
Backpropagation Algorithm
Top Venues
CoRR
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Publications
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Julian Burghoff
,
Marc Heinrich Monells
,
Hanno Gottschalk
Who breaks early, looses: goal oriented training of deep neural networks based on port Hamiltonian dynamics.
CoRR
(2023)
Julian Burghoff
,
Matthias Rottmann
,
Jill von Conta
,
Sebastian Schoenen
,
Andreas Witte
,
Hanno Gottschalk
ResBuilder: Automated Learning of Depth with Residual Structures.
CoRR
(2023)
Julian Burghoff
,
Leonhard Ackermann
,
Younes Salahdine
,
Veronika Bram
,
Katharina Wunderlich
,
Julius Balkenhol
,
Thomas Dirschka
,
Hanno Gottschalk
Risk stratification of malignant melanoma using neural networks.
CoRR
(2023)
Julian Burghoff
,
Robin Chan
,
Hanno Gottschalk
,
Annika Mütze
,
Tobias Riedlinger
,
Matthias Rottmann
,
Marius Schubert
Uncertainty Quantification and Resource-Demanding Computer Vision Applications of Deep Learning.
CoRR
(2022)