Romain Mormont

According to our database, Romain Mormont authored at least 5 papers between 2018 and 2022.

Collaborative distances:

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

2022

Addressing data scarcity with deep transfer learning and self-training in digital pathology.

Romain Mormont

PhD thesis, 2022

Relieving Pixel-Wise Labeling Effort for Pathology Image Segmentation with Self-training.

Romain Mormont, Mehdi Testouri, Raphaël Marée, Pierre Geurts

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021

Multi-Task Pre-Training of Deep Neural Networks for Digital Pathology.

Romain Mormont, Pierre Geurts, Raphaël Marée

IEEE J. Biomed. Health Informatics, 2021

2020

BIAFLOWS: A Collaborative Framework to Reproducibly Deploy and Benchmark Bioimage Analysis Workflows.

Ulysse Rubens, Romain Mormont, Lassi Paavolainen, Volker Bäcker, Benjamin Pavie, Leandro A. Scholz, Gino Michiels, Martin Maska, Devrim Ünay, Graeme Ball, Renaud Hoyoux, Rémy Vandaele, Ofra Golani, Stefan G. Stanciu, Natasa Sladoje, Perrine Paul-Gilloteaux, Raphaël Marée, Sébastien Tosi

Patterns, 2020

2018

Comparison of Deep Transfer Learning Strategies for Digital Pathology.

Romain Mormont, Pierre Geurts, Raphaël Marée

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018