Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Measuring Overfitting in Convolutional Neural Networks using Adversarial Perturbations and Label Noise


Sep 27, 2022
Svetlana Pavlitskaya, Joël Oswald, J. Marius Zöllner

Add code

* Accepted for publication at IEEE Symposium on Deep Learning at IEEE SSCI 2022 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Suppress with a Patch: Revisiting Universal Adversarial Patch Attacks against Object Detection


Sep 27, 2022
Svetlana Pavlitskaya, Jonas Hendl, Sebastian Kleim, Leopold Müller, Fabian Wylczoch, J. Marius Zöllner

Add code

* Accepted for publication at ICECCME 2022 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Adversarial Vulnerability of Temporal Feature Networks for Object Detection


Aug 23, 2022
Svetlana Pavlitskaya, Nikolai Polley, Michael Weber, J. Marius Zöllner

Add code

* Accepted for publication at ECCV 2022 SAIAD workshop 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Feasibility of Inconspicuous GAN-generated Adversarial Patches against Object Detection


Jul 15, 2022
Svetlana Pavlitskaya, Bianca-Marina Codău, J. Marius Zöllner

Add code

* Accepted for publication at the IJCAI 2022 AISafety workshop 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Balancing Expert Utilization in Mixture-of-Experts Layers Embedded in CNNs


Apr 22, 2022
Svetlana Pavlitskaya, Christian Hubschneider, Lukas Struppek, J. Marius Zöllner

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Is Neuron Coverage Needed to Make Person Detection More Robust?


Apr 21, 2022
Svetlana Pavlitskaya, Şiyar Yıkmış, J. Marius Zöllner

Add code

* Accepted for publication at CVPR 2022 TCV workshop 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety


Apr 29, 2021
Sebastian Houben, Stephanie Abrecht, Maram Akila, Andreas Bär, Felix Brockherde, Patrick Feifel, Tim Fingscheidt, Sujan Sai Gannamaneni, Seyed Eghbal Ghobadi, Ahmed Hammam, Anselm Haselhoff, Felix Hauser, Christian Heinzemann, Marco Hoffmann, Nikhil Kapoor, Falk Kappel, Marvin Klingner, Jan Kronenberger, Fabian Küppers, Jonas Löhdefink, Michael Mlynarski, Michael Mock, Firas Mualla, Svetlana Pavlitskaya, Maximilian Poretschkin, Alexander Pohl, Varun Ravi-Kumar, Julia Rosenzweig, Matthias Rottmann, Stefan Rüping, Timo Sämann, Jan David Schneider, Elena Schulz, Gesina Schwalbe, Joachim Sicking, Toshika Srivastava, Serin Varghese, Michael Weber, Sebastian Wirkert, Tim Wirtz, Matthias Woehrle

Add code

* 94 pages 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email