Sim-PE plugs non-neural simulators into Private Evolution to create differentially private images, improving downstream accuracy over foundation-model PE by up to 3x on MNIST.
Genesis: A universal and generative physics engine for robotics and beyond, December 2024
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Differentially Private Synthetic Data via APIs 3: Using Simulators Instead of Foundation Model
Sim-PE plugs non-neural simulators into Private Evolution to create differentially private images, improving downstream accuracy over foundation-model PE by up to 3x on MNIST.