21 citations · 54 across the 9 of their papers we have counts for
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cs.CV2023★ 4 cited
Towards Reliable Evaluation and Fast Training of Robust Semantic Segmentation Models
Francesco Croce, Naman D Singh, Matthias Hein
Adversarial robustness has been studied extensively in image classification, especially for the -threat model, but significantly less so for related tasks such as obje…
cs.CV2023★ 13 cited
Revisiting Adversarial Training for ImageNet: Architectures, Training and Generalization across Threat Models
Naman D Singh, Francesco Croce, Matthias Hein
While adversarial training has been extensively studied for ResNet architectures and low resolution datasets like CIFAR, much less is known for ImageNet. Given the recent debate ab…