Grabinski, Julia

1. FrequencyLowCut Pooling -- Plug & Play against Catastrophic Overfitting
   2022/04/01 by Julia Grabinski, Steffen Jung, Grabinski, Julia +5 · 3 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Integrated Circuits and Semiconductor Failure Analysis #electronic engineering #information engineering
2. Fix your downsampling ASAP! Be natively more robust via Aliasing and Spectral Artifact free Pooling
   2023/07/19 by Grabinski, Julia, Jung, Steffen, Keuper, Janis +1 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
3. Robust Models are less Over-Confident
   2022/10/12 by Grabinski, Julia, Gavrikov, Paul, Keuper, Janis +1 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. Improving Feature Stability during Upsampling -- Spectral Artifacts and the Importance of Spatial Context
   2023/11/29 by Agnihotri, Shashank, Grabinski, Julia, Keuper, Margret · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences