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Leon Yan

2 accepted papers

2026

Stage-wise Distortion–Perception Traversal in Zero-shot Inverse Problems with Diffusion Models

ICML 2026poster

The distortion–perception (D–P) tradeoff is a fundamental phenomenon of Bayesian inverse problems, which characterizes the inherent tension between distortion performance and perceptual quality. Enabling flexible traversal of the D-P tradeoff at inference time is crucial for practical applications. …

Cited by 0SourceScholar
2025

Improving Diffusion-based Inverse Algorithms under Few-Step Constraint via Linear Extrapolation

NeurIPS 2025poster

Diffusion-based inverse algorithms have shown remarkable performance across various inverse problems, yet their reliance on numerous denoising steps incurs high computational costs. While recent developments of fast diffusion ODE solvers offer effective acceleration for diffusion sampling without o…

Cited by 0SourcecodeScholar