Alfred Laugros

Are Adversarial Robustness and Common Perturbation Robustness Independent Attributes ?

Alice Caplier, Alfred Laugros, Matthieu Ospici, 2019, 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW).

Addressing Neural Network Robustness with Mixup and Targeted Labeling Adversarial Training pdf

Alice Caplier, Alfred Laugros, Matthieu Ospici, 2020, ECCV Workshops.

Using the Overlapping Score to Improve Corruption Benchmarks pdf

Alice Caplier, Alfred Laugros, Matthieu Ospici, 2021, ICIP 2021.

Using Synthetic Corruptions to Measure Robustness to Natural Distribution Shifts pdf

Alice Caplier, Alfred Laugros, Matthieu Ospici, 2021, BMVC.