Naman D. Singh | DeepAI

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Featured Co-authors

Matthias Hein
83 publications
Nicolas Flammarion
44 publications
Francesco Croce
21 publications
Maksym Andriushchenko
17 publications

research

∙ 06/22/2023

Robust Semantic Segmentation: Strong Adversarial Attacks and Fast Training of Robust Models

While a large amount of work has focused on designing adversarial attack...

0 Francesco Croce, et al. ∙

research

∙ 03/03/2023

Revisiting Adversarial Training for ImageNet: Architectures, Training and Generalization across Threat Models

While adversarial training has been extensively studied for ResNet archi...

0 Naman D. Singh, et al. ∙

research

∙ 06/23/2020

Sparse-RS: a versatile framework for query-efficient sparse black-box adversarial attacks

A large body of research has focused on adversarial attacks which requir...

0 Francesco Croce, et al. ∙

research

∙ 11/02/2018

Clustering and Learning from Imbalanced Data

A learning classifier must outperform a trivial solution, in case of imb...

0 Naman D. Singh, et al. ∙