GMFoO runs Bayesian optimization on multiple GAN latent spaces simultaneously, using correlated spaces and multi-fidelity knowledge transfer to improve sample efficiency for expensive structured optimization.
Efficient aerodynamic shape optimization with deep- learning-based geometric filtering,
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Generative Multi-Form Bayesian Optimization
GMFoO runs Bayesian optimization on multiple GAN latent spaces simultaneously, using correlated spaces and multi-fidelity knowledge transfer to improve sample efficiency for expensive structured optimization.