no code implementations • 7 Jan 2024 • Tsachi Blau, Sharon Fogel, Roi Ronen, Alona Golts, Roy Ganz, Elad Ben Avraham, Aviad Aberdam, Shahar Tsiper, Ron Litman
The increasing use of transformer-based large language models brings forward the challenge of processing long sequences.
1 code implementation • 27 Mar 2023 • Tsachi Blau, Roy Ganz, Chaim Baskin, Michael Elad, Alex Bronstein
We show that the proposed method achieves state-of-the-art results and validate our claim through extensive experiments on a variety of defense methods, classifier architectures, and datasets.
1 code implementation • 17 Jul 2022 • Tsachi Blau, Roy Ganz, Bahjat Kawar, Alex Bronstein, Michael Elad
Deep Neural Networks (DNNs) are highly sensitive to imperceptible malicious perturbations, known as adversarial attacks.