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AINeutralarXiv โ€“ CS AI ยท 5d ago4/103
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DistillKac: Few-Step Image Generation via Damped Wave Equations

DistillKac introduces a new fast image generation method using damped wave equations and Kac representation for finite-speed probability transport. Unlike diffusion models with potentially unstable reverse-time velocities, this approach enforces bounded kinetic energy and offers improved numerical stability with fewer function evaluations.