Search Results for author: Jonathan Brokman

Found 3 papers, 0 papers with code

Enhancing Neural Training via a Correlated Dynamics Model

no code implementations20 Dec 2023 Jonathan Brokman, Roy Betser, Rotem Turjeman, Tom Berkov, Ido Cohen, Guy Gilboa

Our modeling can improve training efficiency and lower communication overhead, as shown by our preliminary experiments in the context of federated learning.

Federated Learning Image Classification

Additive Class Distinction Maps using Branched-GANs

no code implementations4 May 2023 Elnatan Kadar, Jonathan Brokman, Guy Gilboa

We present a new model, training procedure and architecture to create precise maps of distinction between two classes of images.

Explainable Artificial Intelligence (XAI)

Analysis of Branch Specialization and its Application in Image Decomposition

no code implementations12 Jun 2022 Jonathan Brokman, Guy Gilboa

In this work, we present a methodological analysis of Branch Specialization.

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