Cyclic denoising drives diffusion model samples to ultrastable attractors that often match memorized training images, including watermarks and artifacts, across multiple model types.
Active Hamiltonian
2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
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Perspective article outlines a roadmap using active Hamiltonian models to explain enhanced Mermin-Wagner-Hohenberg fluctuations and activity-oscillatory shear correspondence in dense active matter.
citing papers explorer
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Perspective: The Physics of Active Solids -- From Hamiltonians to Active Matter Models
Perspective article outlines a roadmap using active Hamiltonian models to explain enhanced Mermin-Wagner-Hohenberg fluctuations and activity-oscillatory shear correspondence in dense active matter.