Grabinski, Julia

6 publications

TMLR 2024 As Large as It Gets – Studying Infinitely Large Convolutions via Neural Implicit Frequency Filters Julia Grabinski, Janis Keuper, Margret Keuper

ECCV 2024 Improving Feature Stability During Upsampling -- Spectral Artifacts and the Importance of Spatial Context Shashank Agnihotri, Julia Grabinski, Margret Keuper

ICCVW 2023 On the Unreasonable Vulnerability of Transformers for Image Restoration - And an Easy Fix Shashank Agnihotri, Kanchana Vaishnavi Gandikota, Julia Grabinski, Paramanand Chandramouli, Margret Keuper

MLJ 2022 Aliasing and Adversarial Robust Generalization of CNNs Julia Grabinski, Janis Keuper, Margret Keuper

ECCV 2022 FrequencyLowCut Pooling – Plug & Play Against Catastrophic Overfitting Julia Grabinski, Steffen Jung, Janis Keuper, Margret Keuper

NeurIPS 2022 Robust Models Are Less Over-Confident Julia Grabinski, Paul Gavrikov, Janis Keuper, Margret Keuper