Author

Jia-Qi Zhang

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Preprint Aug 2026

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration

This work proposes a Local Epistemic Uncertainty Guided Active Sampling framework (LEADer), which improves the performance of multiple state-of-the-art DMIR methods, while significantly reducing sampling time with negligible memory overhead.

Jia-Qi Zhang, Zhengyang Pang, Rong-Rong Gao et al. · 2 citations