Abstract: In this article, we propose a method, generative image reconstruction from gradients (GIRG), for recovering training images from gradients in a federated learning (FL) setting, where privacy ...

Abstract: Backed by sophisticated neural networks (NNs) that simulate the functions of the human brain, Artificial Intelligence (AI) has positioned itself to address complex problems in intelligence, ...

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We have made significant progress towards building foundational video diffusion models. As these models are trained using large-scale unsupervised data, it has become crucial to adapt these models to ...