IAM

DAVIDSTUTZ

I am looking for full-time (applied) research opportunities in industry, involving (trustworthy and robust) machine learning or (3D) computer vision, starting early 2022. Check out my CV and get in touch on LinkedIn!

ARTICLE

Recorded ICCV’21 Talk “Relating Adversarially Robust Generalization to Flat Minima”

In October this year, my work on relating adversarially robust generalization to flat minima in the (robust) loss surface with respect to weight perturbations was presented at ICCV’21. As oral presentation at ICCV’21, I recorded a 12 minute talk highlighting the main insights how (robust) flatness can avoid robust overfitting of adversarial training and improve robustness against adversarial examples. In this article, I want to share the recording.

Slides and poster can also be found on the project page.

Paper on ArXiv

Talk

What is your opinion on this article? Did you find it interesting or useful? Let me know your thoughts in the comments below: