Darya Trofimova

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 7

Top Topics

Fluoroscopic Images

Electron Microscope

Convolutional Neural Network

Energy Conservation

Top Venues

Medical Image Anal.

Publications

Tobias Roß, Pierangela Bruno, Annika Reinke, Manuel Wiesenfarth, Lisa Koeppel, Peter M. Full, Bünyamin Pekdemir, Patrick Godau, Darya Trofimova, Fabian Isensee, Tim J. Adler, Thuy Nuong Tran, Sara Moccia, Francesco Calimeri, Beat P. Müller-Stich, Annette Kopp-Schneider, Lena Maier-Hein
Beyond rankings: Learning (more) from algorithm validation. Medical Image Anal. 86 (2023)
René Caspart, Sebastian Ziegler, Arvid Weyrauch, Holger Obermaier, Simon Raffeiner, Leon Pascal Schuhmacher, Jan Scholtyssek, Darya Trofimova, Marco Nolden, Ines Reinartz, Fabian Isensee, Markus Götz, Charlotte Debus
Precise Energy Consumption Measurements of Heterogeneous Artificial Intelligence Workloads. ISC Workshops (2022)
René Caspart, Sebastian Ziegler, Arvid Weyrauch, Holger Obermaier, Simon Raffeiner, Leon Pascal Schuhmacher, Jan Scholtyssek, Darya Trofimova, Marco Nolden, Ines Reinartz, Fabian Isensee, Markus Götz, Charlotte Debus
Precise Energy Consumption Measurements of Heterogeneous Artificial Intelligence Workloads. CoRR (2022)
Tobias Roß, Pierangela Bruno, Annika Reinke, Manuel Wiesenfarth, Lisa Koeppel, Peter M. Full, Bünyamin Pekdemir, Patrick Godau, Darya Trofimova, Fabian Isensee, Sara Moccia, Francesco Calimeri, Beat P. Müller-Stich, Annette Kopp-Schneider, Lena Maier-Hein
How can we learn (more) from challenges? A statistical approach to driving future algorithm development. CoRR (2021)
Dameli Assalauova, Alexandr Ignatenko, Fabian Isensee, Sergey A. Bobkov, Darya Trofimova, Ivan A. Vartanyants
Classification of diffraction patterns using a convolutional neural network in single particle imaging experiments performed at X-ray free-electron lasers. CoRR (2021)
Darya Trofimova, Tim Adler, Lisa Kausch, Lynton Ardizzone, Klaus H. Maier-Hein, Ullrich Köthe, Carsten Rother, Lena Maier-Hein
Representing Ambiguity in Registration Problems with Conditional Invertible Neural Networks. CoRR (2020)
Sergey Sukhanov, Ivan Tankoyeu, Jérôme Louradour, Roel Heremans, Darya Trofimova, Christian Debes
Multilevel ensembling for local climate zones classification. IGARSS (2017)