Julia Grabinski

15 papers A* 1Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — —
Multifaceted analysis of deep convolutional neural networks and novel fourier modules.
Julia Grabinski
2024 J jnl
As large as it gets - Studying Infinitely Large Convolutions via Neural Implicit Frequency Filters.
Trans. Mach. Learn. Res.
Julia Grabinski, Janis Keuper, Margret Keuper
2024 J jnl
Beware of Aliases - Signal Preservation is Crucial for Robust Image Restoration.
CoRR
Shashank Agnihotri, Julia Grabinski, Janis Keuper, Margret Keuper
2024 — conf
Improving Feature Stability During Upsampling - Spectral Artifacts and the Importance of Spatial Context.
ECCV (58)
Shashank Agnihotri, Julia Grabinski, Margret Keuper
2024 J jnl
Towards Class-wise Robustness Analysis.
CoRR
Tejaswini Medi, Julia Grabinski, Margret Keuper
2023 J jnl
As large as it gets: Learning infinitely large Filters via Neural Implicit Functions in the Fourier Domain.
CoRR
Julia Grabinski, Janis Keuper, Margret Keuper
2023 J jnl
Fix your downsampling ASAP! Be natively more robust via Aliasing and Spectral Artifact free Pooling.
CoRR
Julia Grabinski, Janis Keuper, Margret Keuper
2023 J jnl
Improving Stability during Upsampling - on the Importance of Spatial Context.
CoRR
Shashank Agnihotri, Julia Grabinski, Margret Keuper
2023 — conf
On the unreasonable vulnerability of transformers for image restoration - and an easy fix.
ICCV (Workshops)
Shashank Agnihotri, Kanchana Vaishnavi Gandikota, Julia Grabinski, Paramanand Chandramouli, Margret Keuper
2023 J jnl
On the unreasonable vulnerability of transformers for image restoration - and an easy fix.
CoRR
Shashank Agnihotri, Kanchana Vaishnavi Gandikota, Julia Grabinski, Paramanand Chandramouli, Margret Keuper
2022 J jnl
Aliasing and adversarial robust generalization of CNNs.
Mach. Learn.
Julia Grabinski, Janis Keuper, Margret Keuper
2022 J jnl
FrequencyLowCut Pooling - Plug & Play against Catastrophic Overfitting.
CoRR
Julia Grabinski, Steffen Jung, Janis Keuper, Margret Keuper
2022 — conf
FrequencyLowCut Pooling - Plug and Play Against Catastrophic Overfitting.
ECCV (14)
Julia Grabinski, Steffen Jung, Janis Keuper, Margret Keuper
2022 A* conf
Robust Models are less Over-Confident.
NeurIPS
Julia Grabinski, Paul Gavrikov, Janis Keuper, Margret Keuper
2022 J jnl
Robust Models are less Over-Confident.
CoRR
Julia Grabinski, Paul Gavrikov, Janis Keuper, Margret Keuper