Optimize and Reduce: A Top-Down Approach for Image Vectorization

1 code implementation • 18 Dec 2023 • Or Hirschorn, Amir Jevnisek, Shai Avidan

Vector image representation is a popular choice when editability and flexibility in resolution are desired.

Securing Neural Networks with Knapsack Optimization

1 code implementation • 20 Apr 2023 • Yakir Gorski, Amir Jevnisek, Shai Avidan

In this paper, we focus on ResNets, which serve as the backbone for many Computer Vision tasks, and we aim to reduce their non-linear components, specifically, the number of ReLUs.

Semantic Segmentation

Aggregating Layers for Deepfake Detection

1 code implementation • 11 Oct 2022 • Amir Jevnisek, Shai Avidan

Crucially, most work in this domain assume that the Deepfakes in the test set come from the same Deepfake algorithms that were used for training the network.

Binary Classification DeepFake Detection +2