DFG Research Unit 5336
Learning to Sense (L2S)
- Jointly Optimizing Sensor System Designs and Neural Networks -
"Improving Native CNN Robustness with Filter Frequency Regularization" by Jovita Lukasik, Paul Gavrikov, Janis Keuper and Margret Keuper has been accepted and published in Transactions on Machine Learning Research 2023.
"An Evaluation of Zero-Cost Proxies -- from Neural Architecture Performance to Model Robustness" by Jovita Lukasik, Michael Moeller and Margret Keuper has been accepted at the German Conference on Pattern Recongnition (GCPR).
"On the unreasonable vulnerability of transformers for image restoration--and an easy fix" by Shashank Agnihotri, Kanchana Vaishnavi Gandikota, Julia Grabinski, Paramanand Chandramouli and Margret Keuper will be presented at the 4th Workshop on Adversarial Robustness In the Real World (AROW) ICCV 2023, Paris
Our spokesperson, Michael Moeller, received a prestigeous Lamarr-Fellowship (https://www.land.nrw/pressemitteilung/renommierte-experten-fuer-kuenstliche-intelligenz-ausgezeichnet)
"An Evaluation of Zero-Cost Proxies -- from Neural Architecture Performance to Model Robustness" by Jovita Lukasik, Michael Moeller and Margret Keuper will be presented at the German Conference on Pattern Recongnition.
Our Mercator Fellow Felix Heide is receiving the ACM SIGGRAPH New Researcher Award!
Our Mercator Fellow Wolfgang Heidrich is receiving the ACM SIGGRAPH Computer Graphics Achievement Award!
John Meshreki, Jan Philipp Schneider, Onofre Martorell, Michael Moeller, and Ivo Ihrke, have their extended abstract "Modelling Vignetting in Fourier Ptychographic Microscopy" accepted at the International Symposium on Computational Sensing 2023.
A. Souliman, M. Kahl, M. Möller, B. Engel, P. Haring Bolívar have their abstract "Subsurface Defect Detection And Classification In 3D THz Images Of Glass Fiber Reinforced Thermoplastic Based On 3D Convolutional Neural Network" accepted at the 48th IRMMW-THz 2023 Conference in Montreal, Canada