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Stephan Heyse
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 5
Top Topics
Deep Learning
Image Analysis
Achieving High
Multiple Representations
Top Venues
SDS
DAGM
CoRR
MIDL
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Publications
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Daniel Siegismund
,
Mario Wieser
,
Stephan Heyse
,
Stephan Steigele
Learning Channel Importance for High Content Imaging with Interpretable Deep Input Channel Mixing.
CoRR
(2023)
Daniel Siegismund
,
Mario Wieser
,
Stephan Heyse
,
Stephan Steigele
Learning Channel Importance for High Content Imaging with Interpretable Deep Input Channel Mixing.
DAGM
(2023)
Daniel Siegismund
,
Mario Wieser
,
Stephan Heyse
,
Stephan Steigele
Self-Supervised Representation Learning for High-Content Screening.
MIDL
(2022)
Mario Wieser
,
Daniel Siegismund
,
Stephan Heyse
,
Stephan Steigele
Vision Transformers Show Improved Robustness in High-Content Image Analysis.
SDS
(2022)
Daniel Siegismund
,
Stephan Heyse
,
Stephan Steigele
Uncertainty with deep learning: a practical view on out of distribution detection.
SDS
(2020)