Ludwig Schmidt

Towards Deep Learning Models Resistant to Adversarial Attacks

Aleksander Mądry, Aleksandar Makelov, Ludwig Schmidt et al. · arXiv (Cornell University) · 2017 · 1.5K citations · Full text

Computing, Computer Science, Computer Security +10

Do ImageNet Classifiers Generalize to ImageNet?

Benjamin Recht, Rebecca Roelofs, Ludwig Schmidt et al. · arXiv (Cornell University) · 2019 · 400 citations · Full text

Computing, Computer Science, Computer Vision +10

Robust fine-tuning of zero-shot models

Mitchell Wortsman, Gabriel Ilharco, Jong Wook Kim et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 367 citations

Computing, Computer Science, Computer Vision +10

Adversarially Robust Generalization Requires More Data

Ludwig Schmidt, Shibani Santurkar, Dimitris Tsipras et al. · arXiv (Cornell University) · 2018 · 361 citations · Full text

Computing, Computer Science, Artificial Intelligence +10

Adversarially Robust Generalization Requires More Data

Ludwig Schmidt, Shibani Santurkar, Dimitris Tsipras et al. · DSpace@MIT (Massachusetts Institute of Technology) · 2018 · 282 citations

Computing, Computer Science, Artificial Intelligence +10