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Found 3 papers, 2 papers with code
Surrogate Model Extension (SME): A Fast and Accurate Weight Update Attack on Federated Learning
Seemingly, FL can provide a degree of protection against gradient inversion attacks on weight updates, since the gradient of a single step is concealed by the accumulation of gradients over multiple local iterations.
Alleviating Exposure Bias in Diffusion Models through Sampling with Shifted Time Steps
In this work, we conduct a systematic study of exposure bias in DPM and, intriguingly, we find that the exposure bias could be alleviated with a novel sampling method that we propose, without retraining the model.
Fast Linear Model Trees by PILOT
Linear model trees are regression trees that incorporate linear models in the leaf nodes.
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