Learning Conditional Invariance through Cycle Consistency. M. Samarin*, V. Nesterov*, M. Wieser, A. Wieczorek, S. Parbhoo, & V. Roth.
German Conference on Pattern Recognition (GCPR), October 1, online, 2021.
[video]
Segmentation of Soil Degradation Sites in Swiss Alpine Grasslands with Deep Learning. M. Samarin*, L. Zweifel*, C. Alewell & V. Roth.
NeurIPS Workshop on “AI for Earth Sciences”, December 12, online, 2020.
[video]
Visual Understanding in Semantic Segmentation of Soil Erosion Sites in Swiss Alpine Grasslands. M. Samarin, M. Nagy-Huber, L. Zweifel, K. Meusburger, C. Alewell & V. Roth.
EGU General, May 4-8, online, 2020.
Identification of Soil Erosion in Alpine Grasslands on High-Resolution Aerial Images: Switching from Object-based Image Analysis to Deep Learning?
L. Zweifel, M. Samarin, K. Meusburger, V. Roth & C. Alewell.
EGU General Assembly, May 4-8, online, 2020.
Object Segmentation for Identification of Soil Erosion Sites in Swiss Alpine Grasslands with Neural Networks. M. Samarin & V. Roth.
EGU General Assembly, April 7-12, Vienna, 2019.
Detection of Shallow Landslides on Aerial Images using Convolutional Neural Networks. M. Samarin, L. Zweifel, K. Meusburger, C. Alewell & V. Roth.
Applied Machine Learning Days, January 26-29, Lausanne, 2019.
