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attention mechanisms 1interactive visualization 1latent space analysis 1scientific data exploration 1variational autoencoders 1x-ray scattering 1

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20242026
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cs.LG2026

Unlocking Latent Dimensions: Exploring Representations of Large-Scale X-ray Scattering Data using Variational Autoencoders

Monika Choudhary, Xiaoya Chong, Runbo Jiang +25

The paper presents a convolutional variational autoencoder trained on millions of X-ray scattering images to create low‑dimensional latent representations that help explore and ana…