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Julia Grabinski
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2020 – today
- 2024
- [j2]Julia Grabinski, Janis Keuper, Margret Keuper:
As large as it gets - Studying Infinitely Large Convolutions via Neural Implicit Frequency Filters. Trans. Mach. Learn. Res. 2024 (2024) - [i7]Shashank Agnihotri, Julia Grabinski, Janis Keuper, Margret Keuper:
Beware of Aliases - Signal Preservation is Crucial for Robust Image Restoration. CoRR abs/2406.07435 (2024) - 2023
- [c3]Shashank Agnihotri, Kanchana Vaishnavi Gandikota, Julia Grabinski, Paramanand Chandramouli, Margret Keuper:
On the unreasonable vulnerability of transformers for image restoration - and an easy fix. ICCV (Workshops) 2023: 3709-3719 - [i6]Julia Grabinski, Janis Keuper, Margret Keuper:
Fix your downsampling ASAP! Be natively more robust via Aliasing and Spectral Artifact free Pooling. CoRR abs/2307.09804 (2023) - [i5]Julia Grabinski, Janis Keuper, Margret Keuper:
As large as it gets: Learning infinitely large Filters via Neural Implicit Functions in the Fourier Domain. CoRR abs/2307.10001 (2023) - [i4]Shashank Agnihotri, Kanchana Vaishnavi Gandikota, Julia Grabinski, Paramanand Chandramouli, Margret Keuper:
On the unreasonable vulnerability of transformers for image restoration - and an easy fix. CoRR abs/2307.13856 (2023) - [i3]Shashank Agnihotri, Julia Grabinski, Margret Keuper:
Improving Stability during Upsampling - on the Importance of Spatial Context. CoRR abs/2311.17524 (2023) - 2022
- [j1]Julia Grabinski
, Janis Keuper
, Margret Keuper
:
Aliasing and adversarial robust generalization of CNNs. Mach. Learn. 111(11): 3925-3951 (2022) - [c2]Julia Grabinski
, Steffen Jung
, Janis Keuper
, Margret Keuper
:
FrequencyLowCut Pooling - Plug and Play Against Catastrophic Overfitting. ECCV (14) 2022: 36-57 - [c1]Julia Grabinski, Paul Gavrikov, Janis Keuper, Margret Keuper:
Robust Models are less Over-Confident. NeurIPS 2022 - [i2]Julia Grabinski, Steffen Jung, Janis Keuper, Margret Keuper:
FrequencyLowCut Pooling - Plug & Play against Catastrophic Overfitting. CoRR abs/2204.00491 (2022) - [i1]Julia Grabinski, Paul Gavrikov
, Janis Keuper, Margret Keuper:
Robust Models are less Over-Confident. CoRR abs/2210.05938 (2022)
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last updated on 2024-08-10 00:33 CEST by the dblp team
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