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Stephanie Helmling
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 3
Top Topics
Deep Learning
Microscopic Images
Comprehensive Evaluation
Black Box
Top Venues
CoRR
VISIGRAPP (2): VISAPP
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Publications
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Lars Nieradzik
,
Henrike Stephani
,
Jördis Sieburg-Rockel
,
Stephanie Helmling
,
Andrea Olbrich
,
Janis Keuper
Challenging the Black Box: A Comprehensive Evaluation of Attribution Maps of CNN Applications in Agriculture and Forestry.
VISIGRAPP (2): VISAPP
(2024)
Lars Nieradzik
,
Henrike Stephani
,
Jördis Sieburg-Rockel
,
Stephanie Helmling
,
Andrea Olbrich
,
Janis Keuper
Challenging the Black Box: A Comprehensive Evaluation of Attribution Maps of CNN Applications in Agriculture and Forestry.
CoRR
(2024)
Lars Nieradzik
,
Jördis Sieburg-Rockel
,
Stephanie Helmling
,
Janis Keuper
,
Thomas Weibel
,
Andrea Olbrich
,
Henrike Stephani
Automating Wood Species Detection and Classification in Microscopic Images of Fibrous Materials with Deep Learning.
CoRR
(2023)