Items where contributor is "Samarin, Maxim"

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Article

Keller, Sebastian Mathias and Samarin, Maxim and Arend Torres, Fabricio and Wieser, Mario and Roth, Volker. (2021) Learning Extremal Representations with Deep Archetypal Analysis. International Journal of Computer Vision, 129 (4). pp. 805-820.

Zweifel, Lauren and Samarin, Maxim and Meusburger, Katrin and Alewell, Christine. (2021) Investigating Causal Factors of Shallow Landslides in Grassland Regions of Switzerland. Natural Hazards and Earth System Sciences (NHESS), 21 (11). pp. 3421-3437.

Samarin, Maxim and Zweifel, Lauren and Roth, Volker and Alewell, Christine. (2020) Identifying Soil Erosion Processes in Alpine Grasslands on Aerial Imagery with a U-Net Convolutional Neural Network. Remote sensing, 12 (24). p. 4149.

Conference or Workshop Item

Keller, Sebastian Mathias and Samarin, Maxim and Wieser, Mario and Roth, Volker. (2019) Deep Archetypal Analysis. In: Pattern Recognition. Cham, pp. 171-185.

Thesis

Samarin, Maxim. Machine Learning for Informed Representation Learning. 2022, Doctoral Thesis, University of Basel, Faculty of Science.