Jung, Steffen

1. Can We Talk Models Into Seeing the World Differently?
   2024/03/14 by Paul Gavrikov, Jovita Lukasik, Gavrikov, Paul +10 · 10 citations
   Psychology · #Artificial Intelligence (cs.AI) #Categorization, perception, and language #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC)
2. Learning Where To Look -- Generative NAS is Surprisingly Efficient
   2022/03/16 by Jovita Lukasik, Lukasik, Jovita, Steffen Jung +3 · 3 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
3. Spectral Distribution Aware Image Generation
   2020/12/05 by Jung, Steffen, Keuper, Margret · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. FrequencyLowCut Pooling -- Plug & Play against Catastrophic Overfitting
   2022/04/01 by Julia Grabinski, Grabinski, Julia, Steffen Jung +5 · 2 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
5. CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks
   2023/02/04 by Shashank Agnihotri, Agnihotri, Shashank, Jung, Steffen +1 · 1 citation
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Thermal Regulation in Medicine
6. 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 · 1 citation
   #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