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Julia Grabinski

Beware of Aliases -- Signal Preservation is Crucial for Robust Image Restoration

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Jun 11, 2024
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Improving Stability during Upsampling -- on the Importance of Spatial Context

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Nov 29, 2023
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On the unreasonable vulnerability of transformers for image restoration -- and an easy fix

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Jul 25, 2023
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Fix your downsampling ASAP! Be natively more robust via Aliasing and Spectral Artifact free Pooling

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Jul 19, 2023
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As large as it gets: Learning infinitely large Filters via Neural Implicit Functions in the Fourier Domain

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Jul 19, 2023
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Robust Models are less Over-Confident

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Oct 12, 2022
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FrequencyLowCut Pooling -- Plug & Play against Catastrophic Overfitting

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Apr 01, 2022
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