Maxim Samarin

According to our database, Maxim Samarin authored at least 9 papers between 2018 and 2022.

Collaborative distances:

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

2022

Truly Mesh-free Physics-Informed Neural Networks.

Fabricio Arend Torres, Marcello Massimo Negri, Monika Nagy-Huber, Maxim Samarin, Volker Roth

CoRR, 2022

Learning Invariances with Generalised Input-Convex Neural Networks.

Vitali Nesterov, Fabricio Arend Torres, Monika Nagy-Huber, Maxim Samarin, Volker Roth

CoRR, 2022

Feature learning and random features in standard finite-width convolutional neural networks: An empirical study.

Maxim Samarin, Volker Roth, David Belius

Proceedings of the Uncertainty in Artificial Intelligence, 2022

2021

Learning Extremal Representations with Deep Archetypal Analysis.

Sebastian Mathias Keller, Maxim Samarin, Fabricio Arend Torres, Mario Wieser, Volker Roth

Int. J. Comput. Vis., 2021

Learning Conditional Invariance Through Cycle Consistency.

Maxim Samarin, Vitali Nesterov, Mario Wieser, Aleksander Wieczorek, Sonali Parbhoo, Volker Roth

Proceedings of the Pattern Recognition - 43rd DAGM German Conference, DAGM GCPR 2021, Bonn, Germany, September 28, 2021

2020

Identifying Soil Erosion Processes in Alpine Grasslands on Aerial Imagery with a U-Net Convolutional Neural Network.

Maxim Samarin, Lauren Zweifel, Volker Roth, Christine Alewell

Remote. Sens., 2020

On the Empirical Neural Tangent Kernel of Standard Finite-Width Convolutional Neural Network Architectures.

Maxim Samarin, Volker Roth, David Belius

CoRR, 2020

2019

Deep Archetypal Analysis.

Sebastian Mathias Keller, Maxim Samarin, Mario Wieser, Volker Roth

Proceedings of the Pattern Recognition, 2019

2018

Computational EEG in Personalized Medicine: A study in Parkinson's Disease.

Sebastian Mathias Keller, Maxim Samarin, Antonia Meyer, Vitalii Kosak, Ute Gschwandtner, Peter Fuhr, Volker Roth

CoRR, 2018