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20232026
most citedGeneralization in diffusion models arises from geometry-adaptive harmonic representations

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stat.ML2025

Disentangled representations via score-based variational autoencoders

Benjamin S. H. Lyo, Eero P. Simoncelli, Cristina Savin

We present the Score-based Autoencoder for Multiscale Inference (SAMI), a method for unsupervised representation learning that combines the theoretical frameworks of diffusion mode…