Maxim Samarin

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 12

Top Topics

Incremental Learning

Convolutional Neural Networks

Additional Features

Top Venues

Int. J. Comput. Vis.

Publications

Maxim Samarin, Volker Roth, David Belius
Feature learning and random features in standard finite-width convolutional neural networks: An empirical study. UAI (2022)
Vitali Nesterov, Fabricio Arend Torres, Monika Nagy-Huber, Maxim Samarin, Volker Roth
Learning Invariances with Generalised Input-Convex Neural Networks. CoRR (2022)
Fabricio Arend Torres, Marcello Massimo Negri, Monika Nagy-Huber, Maxim Samarin, Volker Roth
Truly Mesh-free Physics-Informed Neural Networks. CoRR (2022)
Maxim Samarin, Vitali Nesterov, Mario Wieser, Aleksander Wieczorek, Sonali Parbhoo, Volker Roth
Learning Conditional Invariance through Cycle Consistency. CoRR (2021)
Maxim Samarin, Vitali Nesterov, Mario Wieser, Aleksander Wieczorek, Sonali Parbhoo, Volker Roth
Learning Conditional Invariance Through Cycle Consistency. GCPR (2021)
Sebastian Mathias Keller, Maxim Samarin, Fabricio Arend Torres, Mario Wieser, Volker Roth
Learning Extremal Representations with Deep Archetypal Analysis. Int. J. Comput. Vis. 129 (4) (2021)
Sebastian Mathias Keller, Maxim Samarin, Fabricio Arend Torres, Mario Wieser, Volker Roth
Learning Extremal Representations with Deep Archetypal Analysis. CoRR (2020)
Maxim Samarin, Volker Roth, David Belius
On the Empirical Neural Tangent Kernel of Standard Finite-Width Convolutional Neural Network Architectures. CoRR (2020)
Maxim Samarin, Lauren Zweifel, Volker Roth, Christine Alewell
Identifying Soil Erosion Processes in Alpine Grasslands on Aerial Imagery with a U-Net Convolutional Neural Network. Remote. Sens. 12 (24) (2020)
Sebastian Mathias Keller, Maxim Samarin, Mario Wieser, Volker Roth
Deep Archetypal Analysis. GCPR (2019)
Sebastian Mathias Keller, Maxim Samarin, Mario Wieser, Volker Roth
Deep Archetypal Analysis. CoRR (2019)
Sebastian Mathias Keller, Maxim Samarin, Antonia Meyer, Vitalii Kosak, Ute Gschwandtner, Peter Fuhr, Volker Roth
Computational EEG in Personalized Medicine: A study in Parkinson's Disease. CoRR (2018)