Anton Johansson

Publications (6)
Projects (0)

Showing 6 publications

2023

Improved Spectral Norm Regularization for Neural Networks

Anton Johansson, Niklas Engsner, Claes Strannegård et al

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 13890 LNCS, p. 181-201

Paper in proceeding

2022

Exact spectral norm regularization for neural networks

Anton Johansson, Niklas Engsner, Claes Strannegård et al

Preprint

2022

Slope and Generalization Properties of Neural Networks

Anton Johansson, Niklas Engsner, Claes Strannegård et al

34th Workshop of the Swedish Artificial Intelligence Society, SAIS 2022

Paper in proceeding

2022

Characterizing Piecewise Linear Neural Networks

Anton Johansson

Licentiate thesis

2021

SilGAN: Generating driving maneuvers for scenario-based software-in-The-loop testing

Dhasarathy Parthasarathy, Anton Johansson

Proceedings - 3rd IEEE International Conference on Artificial Intelligence Testing, AITest 2021, p. 65-72

Paper in proceeding

2020

Does the dataset meet your expectations? Explaining sample representation in image data

Dhasarathy Parthasarathy, Anton Johansson

Belgian/Netherlands Artificial Intelligence Conference, p. 194-208

Paper in proceeding

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