AI RESEARCH
Emergence of Nonequilibrium Latent Cycles in Unsupervised Generative Modeling
arXiv CS.LG
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ArXi:2512.11415v2 Announce Type: replace-cross We show that nonequilibrium dynamics can play a constructive role in unsupervised machine learning by inducing the spontaneous emergence of latent-state cycles. We