Zobrazeno 1 - 10
of 1 271
pro vyhledávání: '"Stegmüller, A."'
Autor:
Stegmüller, Thomas, Lebailly, Tim, Dukic, Nikola, Bozorgtabar, Behzad, Tuytelaars, Tinne, Thiran, Jean-Philippe
Zero-shot classification capabilities naturally arise in models trained within a vision-language contrastive framework. Despite their classification prowess, these models struggle in dense tasks like zero-shot open-vocabulary segmentation. This defic
Externí odkaz:
http://arxiv.org/abs/2406.16085
Autor:
Stegmüller, Johannes, Schubotz, Moritz
MediaWiki and Wikipedia authors usually use LaTeX to define mathematical formulas in the wiki text markup. In the Wikimedia ecosystem, these formulas were processed by a long cascade of web services and finally delivered to users' browsers in rendere
Externí odkaz:
http://arxiv.org/abs/2401.16786
Autor:
Lebailly, Tim, Stegmüller, Thomas, Bozorgtabar, Behzad, Thiran, Jean-Philippe, Tuytelaars, Tinne
Leveraging nearest neighbor retrieval for self-supervised representation learning has proven beneficial with object-centric images. However, this approach faces limitations when applied to scene-centric datasets, where multiple objects within an imag
Externí odkaz:
http://arxiv.org/abs/2310.07855
Autor:
Schubotz, Moritz, Ferrer, Eloi, Stegmüller, Johannes, Mietchen, Daniel, Teschke, Olaf, Pusch, Larissa, Conrad, Tim OF
Mathematical world knowledge is a fundamental component of Wikidata. However, to date, no expertly curated knowledge graph has focused specifically on contemporary mathematics. Addressing this gap, the Mathematical Research Data Initiative (MaRDI) ha
Externí odkaz:
http://arxiv.org/abs/2309.11484
Autor:
Stegmüller, Thomas, Lebailly, Tim, Bozorgtabar, Behzad, Tuytelaars, Tinne, Thiran, Jean-Philippe
Learning dense visual representations without labels is an arduous task and more so from scene-centric data. We propose to tackle this challenging problem by proposing a Cross-view consistency objective with an Online Clustering mechanism (CrOC) to d
Externí odkaz:
http://arxiv.org/abs/2303.13245
Autor:
Lebailly, Tim, Stegmüller, Thomas, Bozorgtabar, Behzad, Thiran, Jean-Philippe, Tuytelaars, Tinne
Most self-supervised methods for representation learning leverage a cross-view consistency objective i.e., they maximize the representation similarity of a given image's augmented views. Recent work NNCLR goes beyond the cross-view paradigm and uses
Externí odkaz:
http://arxiv.org/abs/2303.13606
Autor:
Stegmüller, Thomas, Abbet, Christian, Bozorgtabar, Behzad, Clarke, Holly, Petignat, Patrick, Vassilakos, Pierre, Thiran, Jean-Philippe
Screening Papanicolaou test samples has proven to be highly effective in reducing cervical cancer-related mortality. However, the lack of trained cytopathologists hinders its widespread implementation in low-resource settings. Deep learning-based tel
Externí odkaz:
http://arxiv.org/abs/2302.05195
Publikováno v:
Frontiers in Psychology, Vol 15 (2024)
Externí odkaz:
https://doaj.org/article/5ccb82ef16d44a8ca6c5c5f455310ae1
Autor:
Tim O. F. Conrad, Eloi Ferrer, Daniel Mietchen, Larissa Pusch, Johannes Stegmüller, Moritz Schubotz
Publikováno v:
Scientific Data, Vol 11, Iss 1, Pp 1-20 (2024)
Abstract The sharing and citation of research data is becoming increasingly recognized as an essential building block in scientific research across various fields and disciplines. Sharing research data allows other researchers to reproduce results, r
Externí odkaz:
https://doaj.org/article/39b11a587c14429887e07da3b648917e
Autor:
Eva Meisenzahl, Frauke Schultze-Lutter, Veronika Stegmüller, Gerd Schulte-Körne, Ellen Greimel, Cosima Klingele, Udo Dannlowski, Tim Hahn, Georg Romer, Marcel Romanos, Lorenz Deserno, Christian Theisen, Milenko Kujovic, Stefan Ruhrmann, Andreas J. Forstner, Natalia Wege
Publikováno v:
Frontiers in Psychiatry, Vol 15 (2024)
IntroductionEarly recognition and indicated prevention is a promising approach to decrease the incidence of Major depressive episodes (MDE), targeting the patients during their clinical high-risk state of MDE (CHR-D). The identification of a set of s
Externí odkaz:
https://doaj.org/article/4201e0438e2749de85965c827e138d3f