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Binomial LLC Explores Evolution Strategies for Fitting Neural and PBR Textures Without Backpropagation

A Binomial LLC engineer working on GPU texture interchange has published research fitting neural textures and physically based rendering material maps using evolution strategies (ES) instead of traditional backpropagation. The approach avoids gradient-based optimization typically used in neural texture compression and material fitting workflows.