Darya Trofimova

According to our database, Darya Trofimova authored at least 7 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Beyond rankings: Learning (more) from algorithm validation.

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

Medical Image Anal., May, 2023

2022

Precise Energy Consumption Measurements of Heterogeneous Artificial Intelligence Workloads.

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

Proceedings of the High Performance Computing. ISC High Performance 2022 International Workshops - Hamburg, Germany, May 29, 2022

2021

Classification of diffraction patterns using a convolutional neural network in single particle imaging experiments performed at X-ray free-electron lasers.

Dameli Assalauova, Alexandr Ignatenko, Fabian Isensee, Sergey A. Bobkov, Darya Trofimova, Ivan A. Vartanyants

CoRR, 2021

How can we learn (more) from challenges? A statistical approach to driving future algorithm development.

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

CoRR, 2021

2020

Representing Ambiguity in Registration Problems with Conditional Invertible Neural Networks.

Darya Trofimova, Tim Adler, Lisa Kausch, Lynton Ardizzone, Klaus H. Maier-Hein, Ullrich Köthe, Carsten Rother, Lena Maier-Hein

CoRR, 2020

2017

Multilevel ensembling for local climate zones classification.

Sergey Sukhanov, Ivan Tankoyeu, Jérôme Louradour, Roel Heremans, Darya Trofimova, Christian Debes

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2015

Towards four dimensional visualization of air-water gas exchange

Darya Trofimova

PhD thesis, 2015