Group Orthogonalization Regularization For Vision Models Adaptation and Robustness

1 code implementation • 16 Jun 2023 • Yoav Kurtz, Noga Bar, Raja Giryes

As neural networks become deeper, the redundancy within their parameters increases.

Pruning at Initialization -- A Sketching Perspective

no code implementations • 27 May 2023 • Noga Bar, Raja Giryes

We show that finding a sparse mask at initialization is equivalent to the sketching problem introduced for efficient matrix multiplication.

Multiplicative Reweighting for Robust Neural Network Optimization

1 code implementation • 24 Feb 2021 • Noga Bar, Tomer Koren, Raja Giryes

Yet, their performance degrades in the presence of noisy labels at train time.

Adversarial Robustness