Zobrazeno 1 - 9
of 9
pro vyhledávání: '"Ines Rieger"'
Neural networks are widely adopted, yet the integration of domain knowledge is still underutilized. We propose to integrate domain knowledge about co-occurring facial movements as a constraint in the loss function to enhance the training of neural ne
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ea610106ba2e7b88abbbc5aa8e04ab66
http://arxiv.org/abs/2210.17233
http://arxiv.org/abs/2210.17233
Publikováno v:
2022 ACM Conference on Fairness, Accountability, and Transparency.
Autor:
Anne Wagner, Ines Rieger, Jessica Deuschel, Adrianna Hlukhovych, Judith Rauscher, Bettina Finzel, Caroline van der Velde, Caroline Oehlhorn
Publikováno v:
Forschende Frauen in Bamberg ISBN: 9783863098537
Die Buchreihe „Forschende Frauen in Bamberg“ begleitet das gleichnamige Forschungskolloquium der Frauenbeauftragten der Otto-Friedrich-Universität Bamberg. Das Thema für 2020 ist "Gender in Gesellschaft 4.0".
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::05187a551e9dc50d25b8d2e8a2772706
https://doi.org/10.20378/irb-50050
https://doi.org/10.20378/irb-50050
Publikováno v:
FG
Balancing methods for single-label data cannot be applied to multi-label problems as they would also resample the samples with high occurrences. We propose to reformulate this problem as an optimization problem in order to balance multi-label data. W
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::949098abf62a96bb96be34b4151047d6
Publikováno v:
Otto-Friedrich-Universität Bamberg
Facial action units allow an objective, standardized description of facial micro movements which can be used to describe emotions in human faces. Annotating data for action units is an expensive and time-consuming task, which leads to a scarce data s
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1f7e748f17d7cc65842d084b5e12d139
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783030229986
IEA/AIE
IEA/AIE
Head poses are a key component of human bodily communication and thus a decisive element of human-computer interaction. Real-time head pose estimation is crucial in the context of human-robot interaction or driver assistance systems. The most promisi
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a881909f1d787fbc80946b564d98df6a
https://doi.org/10.1007/978-3-030-22999-3_12
https://doi.org/10.1007/978-3-030-22999-3_12
Autor:
Rauscher, Judith, Deuschel, Jessica, Bettina Finzel, Ines Rieger, Anne Wagner, Caroline Seiferth, Caroline Oehlhorn, Adrianna Hlukhovych
Publikováno v:
Otto-Friedrich-Universität Bamberg
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::299982a820d28c849165b56efcde2d18
https://fis.uni-bamberg.de/handle/uniba/50050
https://fis.uni-bamberg.de/handle/uniba/50050
Publikováno v:
Scopus-Elsevier
Otto-Friedrich-Universität Bamberg
Otto-Friedrich-Universität Bamberg
Neural networks with high performance can still be biased towards non-relevant features. However, reliability and robustness is especially important for high-risk fields such as clinical pain treatment. We therefore propose a verification pipeline, w
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2eadf0ed51b5fbf161042f183a05ea58
http://www.scopus.com/inward/record.url?eid=2-s2.0-85093455887&partnerID=MN8TOARS
http://www.scopus.com/inward/record.url?eid=2-s2.0-85093455887&partnerID=MN8TOARS
Autor:
Rauscher, Judith, Deuschel, Jessica, Bettina Finzel, Ines Rieger, Anne Wagner, Caroline Seiferth, Caroline Oehlhorn, Adrianna Hlukhovych, Mona Hess, Astrid Schütz, Szczepaniak, Renata
Publikováno v:
Otto-Friedrich-Universität Bamberg
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::9181c5ae9a521e58fb88aacdb79f9b38
https://fis.uni-bamberg.de/handle/uniba/50050
https://fis.uni-bamberg.de/handle/uniba/50050