Preprint
Aug 2026
Conditional Dynamical Systems for Image Generation
Image generation is dominated by deep generative models on GPUs, whose computational and energy costs raise sustainability concerns. Emerging non-von Neumann substrates, including quantum, compute-in-memory, photonic, and thermodynamic platforms, promise greater efficiency, yet most work ports conventional neural netwo...
Lianlong Sun, Chuan Liu, Yong-Chao Liu et al.
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