Profile of Julia Grabinski

Fields of Activity/Competence

  • Computer Vision
  • Adversarial Robustness
  • Signal Processing fundamentals for CNNs

 

Publications

Major Publications

  • Grabinski, J., Gavrikov, P., Keuper, J., & Keuper, M. (2022). Robust Models are less Over-Confident. Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS) 2022. https://arxiv.org/abs/2210.05938
  • Grabinski, J., Jung, S., Keuper, J., & Keuper, M. (2022). FrequencyLowCut Pooling--Plug & Play against Catastrophic Overfitting. European Conference on Computer Vision (ECCV) 2022. https://arxiv.org/abs/2204.00491
  • Grabinski, J., Keuper, J., & Keuper, M. (2022). Aliasing and adversarial robust generalization of CNNs. European Convference on Machine Learning (ECML) 2022, Machine Learning, 1-27. https://link.springer.com/article/10.1007/s10994-022-06222-8

Fraunhofer-Publica

A collection of publications by Julia Grabinski in the Fraunhofer-Publica

Jahr
Year
Titel/Autor:in
Title/Author
Publikationstyp
Publication Type
2022 Robust Models are less Over-Confident
Grabinski, Julia; Gavrikov, Paul; Keuper, Janis; Keuper, Margret
Paper
2022 FrequencyLowCut Pooling - Plug & Play against Catastrophic Overfitting
Grabinski, Julia; Jung, Steffen; Keuper, Janis; Keuper, Margret
Paper
2022 Aliasing and adversarial robust generalization of CNNs
Grabinski, Julia; Keuper, Janis; Keuper, Margret
Zeitschriftenaufsatz
Journal Article
2022 FrequencyLowCut Pooling - Plug and Play Against Catastrophic Overfitting
Grabinski, Julia; Jung, Steffen; Keuper, Janis; Keuper, Margret
Konferenzbeitrag
Conference Paper
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica

This list has been generated from the publication platform Fraunhofer-Publica