LENS: Low-Frequency Eigen Noise Shaping for Efficient Diffusion Sampling

arXiv:2605.07253 · cs.CV · Submitted 2026-05-08 · Read on arXiv

cs.CV

Submitted: 2026-05-08

Updated: 2026-10-27

Terminology

• Low-frequency Eigen Noise Shaping — 2× in this paper
• Computational overhead — 1× in this paper · explained in 2 episodes
• Diffusion Model — 1× in this paper · explained in 10 episodes
• Diffusion Models — 1× in this paper · explained in 9 episodes
• Fidelity — 1× in this paper · explained in 2 episodes
• Hypernetwork — 1× in this paper · explained in 4 episodes
• Latent Space — 1× in this paper · explained in 7 episodes
• Training Objective — 1× in this paper · explained in 3 episodes

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