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20232026
most citedImage reconstructions using sparse dictionary representations and implicit, non-negative mappings

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cs.CE2026

Stochastic Latent Twins: Learning Stochastic Solution Operators

Matthias Chung, Jack Michael Solomon, Deepanshu Verma

Scientific prediction under uncertainty requires more than a single future state: it requires the distribution of possible outcomes. We show that this distribution-valued evolution…